Skip header Section
Skip Bibliometrics Section
Pattern Classification (2nd Edition)October 2000
- Authors:
- Richard O. Duda,
- Peter E. Hart,
- David G. Stork
Abstract
No abstract available.
Cited By
- Camattari F, Guastavino S, Marchetti F, Piana M and Perracchione E (2024). Classifier-dependent feature selection via greedy methods, Statistics and Computing, 34:5, Online publication date: 1-Oct-2024.
- Galán-Cuenca A, Gallego A, Saval-Calvo M and Pertusa A (2024). Few-shot learning for COVID-19 chest X-ray classification with imbalanced data: an inter vs. intra domain study, Pattern Analysis & Applications, 27:3, Online publication date: 1-Sep-2024.
- Tohidi S and Mosavi M (2024). GNSS spoofing detection using a fuzzy classifier based on time–frequency analysis of the autocorrelation function, GPS Solutions, 28:3, Online publication date: 1-Jul-2024.
Li Z, Pan Y, Zhang T, Zhou Y, Huang X and Chai X Analysis of Infringement Determination Methods in Personal Information Protection Disputes Based on Machine Learning Proceedings of the 2024 International Conference on Generative Artificial Intelligence and Information Security, (266-273)- Guedes J, Goedtel A, Castoldi M, Sanches D, Serni P, Rezende A, Bazan G and de Souza W (2024). Three-phase induction motor fault identification using optimization algorithms and intelligent systems, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 28:9-10, (6709-6724), Online publication date: 1-May-2024.
- Mingliang Zheng (2024). Clustering of Image Covariance Matrixes on Lie Group Manifold, Automatic Control and Computer Sciences, 58:2, (209-215), Online publication date: 1-Apr-2024.
- Zhang J, Ji L and Wang M (2023). Information Theoretical Importance Sampling Clustering and Its Relationship With Fuzzy C-Means, IEEE Transactions on Fuzzy Systems, 32:4, (2164-2175), Online publication date: 1-Apr-2024.
- Pullar-Strecker Z, Dost K, Frank E and Wicker J (2024). Hitting the target: stopping active learning at the cost-based optimum, Machine Language, 113:4, (1529-1547), Online publication date: 1-Apr-2024.
- Martinez J, Neves L, Longo L, Rozendo G, Roberto G, Tosta T, de Faria P, Loyola A, Cardoso S, Silva A and do Nascimento M (2024). Exploring DeepDream and XAI Representations for Classifying Histological Images, SN Computer Science, 5:4, Online publication date: 29-Mar-2024.
- Ghosh S, Basu B, Nandi A and Das M (2024). Hand activity classification based on perturbed nearfield radiation and augmented impedance of a wearable textile antenna, Expert Systems with Applications: An International Journal, 238:PB, Online publication date: 15-Mar-2024.
- Kosovskaya T and Zhou J (2024). Algorithms of Isomorphism of Elementary Conjunctions Checking, Pattern Recognition and Image Analysis, 34:1, (102-109), Online publication date: 1-Mar-2024.
- Aslanyan L and Shoukourian Y (2024). Special Issue “Selected Papers of the 14th International Conference Computer Science and Information Technologies”, Pattern Recognition and Image Analysis, 34:1, (1-8), Online publication date: 1-Mar-2024.
- Pontillo V, Amoroso d’Aragona D, Pecorelli F, Di Nucci D, Ferrucci F and Palomba F (2024). Machine learning-based test smell detection, Empirical Software Engineering, 29:2, Online publication date: 1-Mar-2024.
- Cabello N, Naghizade E, Qi J and Kulik L (2024). Fast, accurate and explainable time series classification through randomization, Data Mining and Knowledge Discovery, 38:2, (748-811), Online publication date: 1-Mar-2024.
- Ramezanpoor Z, Ghazikhani A and Bajestani G (2024). A generalized visibility graph algorithm for analyzing biological time series having rotation in polar plane, Engineering Applications of Artificial Intelligence, 128:C, Online publication date: 1-Feb-2024.
- Muzaffar M and Sharqi R (2024). A review of spectrum sensing in modern cognitive radio networks, Telecommunications Systems, 85:2, (347-363), Online publication date: 1-Feb-2024.
- Cavalcanti G, Soares R and Araújo E (2024). Subconcept perturbation-based classifier for within-class multimodal data, Neural Computing and Applications, 36:5, (2479-2491), Online publication date: 1-Feb-2024.
- Kar S and Ganguly M (2024). Application of genomic signal processing as a tool for high-performance classification of SARS-CoV-2 variants: a machine learning-based approach, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 28:4, (2891-2918), Online publication date: 1-Feb-2024.
- Reihanian S, Dougherty E and Zollanvari A (2024). Optimal Bayesian Regression With Vector Autoregressive Data Dependency, IEEE Transactions on Signal Processing, 72, (1854-1864), Online publication date: 1-Jan-2024.
- Wang X, Chen H, Sun P, Li J, Zhang A, Liu W and Jiang N (2024). AdvST: Generating Unrestricted Adversarial Images via Style Transfer, IEEE Transactions on Multimedia, 26, (4846-4858), Online publication date: 1-Jan-2024.
- Fazilov S, Mirzaev O, Radjabov S, Akimishev G and Meliev F (2024). Family of recognition algorithms based on the selection of two-dimensional representative pseudo-objects in the training set, Procedia Computer Science, 234:C, (148-155), Online publication date: 1-Jan-2024.
- Fazilov S, Mirzaev O, Radjabov S, Mirzaeva G and Rabbimov I (2024). Construction of a recognition algorithm based on the assessment of the interdependence between local elements of the face image, Procedia Computer Science, 234:C, (131-139), Online publication date: 1-Jan-2024.
- Yu J and Do H (2024). Proximity-based density description with regularized reconstruction algorithm for anomaly detection, Information Sciences: an International Journal, 654:C, Online publication date: 1-Jan-2024.
- Uddin M, Shahriar M, Mahamood M, Alnajjar F, Pramanik M and Ahad M (2024). Deep learning with image-based autism spectrum disorder analysis, Engineering Applications of Artificial Intelligence, 127:PA, Online publication date: 1-Jan-2024.
- Zhang F, Zhou T, Li B, He H, Ma C, Zhang T, Yao J, Zhang Y and Wang Y Uncovering prototypical knowledge for weakly open-vocabulary semantic segmentation Proceedings of the 37th International Conference on Neural Information Processing Systems, (73652-73665)
- Jain K, Karthik S and Gandhi V Test-time amendment with a coarse classifier for fine-grained classification Proceedings of the 37th International Conference on Neural Information Processing Systems, (63372-63384)
- Hu D, Liang J, Liew J, Xue C, Bai S and Wang X Mixed samples as probes for unsupervised model selection in domain adaptation Proceedings of the 37th International Conference on Neural Information Processing Systems, (37923-37941)
- Slavin O and Arlazarov V (2023). Algorithms of the Tiger and CuneiForm Optical Character Recognition Software, Pattern Recognition and Image Analysis, 33:4, (669-684), Online publication date: 1-Dec-2023.
- Obukhov Y, Kershner I, Murashov D and Tolmacheva R (2023). Methods and Algorithms for Extracting and Classifying Diagnostic Information from Electroencephalograms and Videos, Pattern Recognition and Image Analysis, 33:4, (1429-1457), Online publication date: 1-Dec-2023.
- Maier M, Hayden H, Temple M and Fickus M (2023). Ensuring the longevity of WirelessHART devices in industrial automation and control systems using distinct native attribute fingerprinting, International Journal of Critical Infrastructure Protection, 43:C, Online publication date: 1-Dec-2023.
- Trentin E (2023). Multivariate Density Estimation with Deep Neural Mixture Models, Neural Processing Letters, 55:7, (9139-9154), Online publication date: 1-Dec-2023.
- Wang M and Barbu A (2023). Online Feature Screening for Data Streams With Concept Drift, IEEE Transactions on Knowledge and Data Engineering, 35:11, (11693-11707), Online publication date: 1-Nov-2023.
- Czabanski R, Jezewski M, Leski J, Horoba K, Wrobel J, Martinek R and Barnova K (2023). Refining the rule base of fuzzy classifier to support the evaluation of fetal condition, Applied Soft Computing, 147:C, Online publication date: 1-Nov-2023.
- Feng Q Identification of the Origin of Chinese Medicinal Materials by Combination of Pattern Recognition and Infrared Spectroscopy Proceedings of the 2023 4th International Symposium on Artificial Intelligence for Medicine Science, (1299-1302)
- Xu J, Miao D, Zhang L and Yao Y Algebraic Formulations and Geometric Interpretations of Decision-Theoretic Rough Sets Rough Sets, (31-45)
- Lopez-Larrosa S, Sánchez-Souto V, Losada D, Parapar J, Barreiro Á, Ha A and Cummings E (2023). Using Machine Learning Techniques to Predict Adolescents’ Involvement in Family Conflict, Social Science Computer Review, 41:5, (1581-1607), Online publication date: 1-Oct-2023.
- Moslemi A (2023). Sparse representation learning using ℓ 1 − 2 compressed sensing and rank-revealing QR factorization, Engineering Applications of Artificial Intelligence, 125:C, Online publication date: 1-Oct-2023.
- Banaie-Dezfouli M, Nadimi-Shahraki M and Beheshti Z (2023). BE-GWO, Applied Soft Computing, 146:C, Online publication date: 1-Oct-2023.
- Felipe G, Teixeira L, Pereira R, Zanoni J, Souza S, Nanni L, Cavalcanti G and Costa Y (2023). Cancer Identification in Enteric Nervous System Preclinical Images Using Handcrafted and Automatic Learned Features, Neural Processing Letters, 55:5, (5811-5832), Online publication date: 1-Oct-2023.
- Chu X, Sun B, Mo X, Liu J, Zhang Y, Weng H and Chen D (2023). Time-series dynamic three-way group decision-making model and its application in TCM efficacy evaluation, Artificial Intelligence Review, 56:10, (11095-11121), Online publication date: 1-Oct-2023.
- Pan B, Chen W, Deng L, Xu C and Zhou X (2023). Classifier selection using geometry preserving feature, Neural Computing and Applications, 35:28, (20955-20976), Online publication date: 1-Oct-2023.
- Bobrowski L Complex Layers of Ranked Prognostic Models Computational Collective Intelligence, (660-669)
- Behera G and Nain N (2023). The State-of-the-Art and Challenges on Recommendation System’s: Principle, Techniques and Evaluation Strategy, SN Computer Science, 4:5, Online publication date: 3-Sep-2023.
- Ji X, Peng J, Zhao P and Yao S (2023). Extended rough sets model based on fuzzy granular ball and its attribute reduction, Information Sciences: an International Journal, 640:C, Online publication date: 1-Sep-2023.
- Sharp A, Chalatov G and Browne R (2023). A dual subspace parsimonious mixture of matrix normal distributions, Advances in Data Analysis and Classification, 17:3, (801-822), Online publication date: 1-Sep-2023.
- Yadav D, Jalal A, Goyal A, Mishra A, Uprety K and Guragai N (2023). COVID-19 radiograph prognosis using a deep CResNeXt network, Multimedia Tools and Applications, 82:23, (36479-36505), Online publication date: 1-Sep-2023.
- Rani S, Lakhwani K and Kumar S (2023). Knowledge vector representation of three-dimensional convex polyhedrons and reconstruction of medical images using knowledge vector, Multimedia Tools and Applications, 82:23, (36449-36477), Online publication date: 1-Sep-2023.
- Hrebik R and Kukal J (2023). Concept of hidden classes in pattern classification, Artificial Intelligence Review, 56:9, (10327-10344), Online publication date: 1-Sep-2023.
- Li D, Li Y, Li J and Xu J A Label Embedding Method via Conditional Covariance Maximization for Multi-label Classification Database and Expert Systems Applications, (393-407)
- De Meulemeester J, Purnal A, Wouters L, Beckers A and Verbauwhede I SPECTREM Proceedings of the 32nd USENIX Conference on Security Symposium, (6293-6310)
- Gottschalk S, Lin M and Manocha D OBBTree: A Hierarchical Structure for Rapid Interference Detection Seminal Graphics Papers: Pushing the Boundaries, Volume 2, (757-766)
- Izza Y, Huang X, Ignatiev A, Narodytska N, Cooper M and Marques-Silva J (2023). On computing probabilistic abductive explanations, International Journal of Approximate Reasoning, 159:C, Online publication date: 1-Aug-2023.
- Bian X, Chen X, Xu W and Wang Y (2023). LDA enhanced one-bit compressive sensing method for high-throughput mass spectrometry data feature selection, Digital Signal Processing, 140:C, Online publication date: 1-Aug-2023.
- Palias E and Kabán A (2023). The effect of intrinsic dimension on the Bayes-error of projected quadratic discriminant classification, Statistics and Computing, 33:4, Online publication date: 1-Aug-2023.
- Zhang X and Lin C (2023). Multi-decoding Network with Attention Learning for Edge Detection, Neural Processing Letters, 55:4, (4889-4906), Online publication date: 1-Aug-2023.
- Hong S, Huu Q, Viet D, Thuy Q and Quoc T (2023). Improving image retrieval effectiveness via sparse discriminant analysis, Multimedia Tools and Applications, 82:20, (30807-30830), Online publication date: 1-Aug-2023.
- Gu X, Han J, Shen Q and Angelov P (2023). Autonomous learning for fuzzy systems: a review, Artificial Intelligence Review, 56:8, (7549-7595), Online publication date: 1-Aug-2023.
- Sun D and Yang Y Locally regularized sparse graph by fast proximal gradient descent Proceedings of the Thirty-Ninth Conference on Uncertainty in Artificial Intelligence, (2069-2077)
- Zhang H, Wu B, Wang S, Yang X, Xue M, Pan S and Yuan X Demystifying uneven vulnerability of link stealing attacks against graph neural networks Proceedings of the 40th International Conference on Machine Learning, (41737-41752)
- Demir K, Nguyen B, Xue B and Zhang M Co-operative Co-evolutionary Many-objective Embedded Multi-label Feature Selection with Decomposition-based PSO Proceedings of the Genetic and Evolutionary Computation Conference, (438-446)
- Wang X, Yuan Z, Xiao Y, Wang L, Yao Y, Chen H and Huo W Decompilation Based Deep Binary-Source Function Matching Science of Cyber Security , (244-260)
- Tyagi A, Singh V and Gore M (2023). An Efficient Automated Detection of Schizophrenia Using k-NN and Bag of Words Features, SN Computer Science, 4:5, Online publication date: 7-Jul-2023.
- Choukali M, Valizadeh M, Amirani M and Mirbolouk S (2023). A desired histogram estimation accompanied with an exact histogram matching method for image contrast enhancement, Multimedia Tools and Applications, 82:18, (28345-28365), Online publication date: 1-Jul-2023.
- Martínez-González E, Alba A, Arce-Santana E, Fernández-Wong J and Mendez M (2023). A novel system for the automatic reconstruction of visual field based on eye tracking and machine learning, Multimedia Tools and Applications, 82:18, (27193-27215), Online publication date: 1-Jul-2023.
- Kłopotek M and Kłopotek R (2023). On the Discrepancy between Kleinberg’s Clustering Axioms and k-Means Clustering Algorithm Behavior, Machine Language, 112:7, (2501-2553), Online publication date: 1-Jul-2023.
- Santos L, Mariano D, Luiza Bastos L, Cioletti A and Minardi R Peptide-Protein Interface Classification Using Convolutional Neural Networks Advances in Bioinformatics and Computational Biology, (112-122)
- Viering T and Loog M (2023). The Shape of Learning Curves: A Review, IEEE Transactions on Pattern Analysis and Machine Intelligence, 45:6, (7799-7819), Online publication date: 1-Jun-2023.
- Jia B and Zhang M (2023). Multi-dimensional multi-label classification, Pattern Recognition, 138:C, Online publication date: 1-Jun-2023.
- Seyfi M, Xu Y and Nayak R (2023). DAC: Discriminative Associative Classification, SN Computer Science, 4:4, Online publication date: 24-May-2023.
- Schaefer K and Weickert J Diffusion–Shock Inpainting Scale Space and Variational Methods in Computer Vision, (588-600)
- Jaeger A and Banks D (2023). Cluster analysis, WIREs Computational Statistics, 15:3, Online publication date: 18-May-2023.
- Chavoshinejad J, Seyedi S, Akhlaghian Tab F and Salahian N (2023). Self-supervised semi-supervised nonnegative matrix factorization for data clustering, Pattern Recognition, 137:C, Online publication date: 1-May-2023.
- Sheehy J, Rutledge H, Acharya U, Loh H, Gururajan R, Tao X, Zhou X, Li Y, Gurney T and Kondalsamy-Chennakesavan S (2023). Gynecological cancer prognosis using machine learning techniques, Artificial Intelligence in Medicine, 139:C, Online publication date: 1-May-2023.
- Flasiński M, Jurek J and Peszek T (2023). On the learning of vague languages for syntactic pattern recognition, Pattern Analysis & Applications, 26:2, (605-615), Online publication date: 1-May-2023.
- İnkaya T (2023). Consensus similarity graph construction for clustering, Pattern Analysis & Applications, 26:2, (703-733), Online publication date: 1-May-2023.
- Rakesh D, Anwit R and Jana P (2023). A new ranking-based stability measure for feature selection algorithms, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 27:9, (5377-5396), Online publication date: 1-May-2023.
- Thunberg J and Bernard F Non-negative Spherical Relaxations for Universe-Free Multi-matching and Clustering Image Analysis, (260-277)
- Suleman Basha M, Mouleeswaran S and Rajendra Prasad K (2023). Hybrid visual computing models to discover the clusters assessment of high dimensional big data, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 27:7, (4249-4262), Online publication date: 1-Apr-2023.
- Nosrati V, Rahmani M, Jolfaei A and Seifollahi S (2022). A Weak-Region Enhanced Bayesian Classification for Spam Content-Based Filtering, ACM Transactions on Asian and Low-Resource Language Information Processing, 22:3, (1-18), Online publication date: 31-Mar-2023.
- Kumar Panda D, Das S and Townley S (2023). Hyperparameter optimized classification pipeline for handling unbalanced urban and rural energy consumption patterns, Expert Systems with Applications: An International Journal, 214:C, Online publication date: 15-Mar-2023.
- de Paula P, da Silva Costa T, de Faissol Attux R and Fantinato D (2023). Classification of image encoded SSVEP-based EEG signals using Convolutional Neural Networks, Expert Systems with Applications: An International Journal, 214:C, Online publication date: 15-Mar-2023.
- Yao R, Song Y, Yang B, Zhang X and Zhao Y Collaborative Representation Based Fisher Discrimination Dictionary Learning For Image Classification Proceedings of the 2023 7th International Conference on Innovation in Artificial Intelligence, (53-59)
- Viggiato M, Paas D, Buzon C and Bezemer C (2023). Identifying Similar Test Cases That Are Specified in Natural Language, IEEE Transactions on Software Engineering, 49:3, (1027-1043), Online publication date: 1-Mar-2023.
- Jiang H, Li H, Wong W and Fan X (2023). Revealing Free Energy Landscape From MD Data via Conditional Angle Partition Tree, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 20:2, (1384-1394), Online publication date: 1-Mar-2023.
- You M, Yuan A, He D and Li X (2023). Unsupervised Feature Selection via Neural Networks and Self-Expression with Adaptive Graph Constraint, Pattern Recognition, 135:C, Online publication date: 1-Mar-2023.
- Das R, Bhasarkar J, Rastogi A, Saxena R and Bal D (2023). Artificial neural network-based pore size prediction of alginate gel scaffold for targeted drug delivery, Neural Computing and Applications, 35:6, (4683-4699), Online publication date: 1-Feb-2023.
- Wang Q and Zhuang X (2023). A CNN-based surrogate model of isogeometric analysis in nonlocal flexoelectric problems, Engineering with Computers, 39:1, (943-958), Online publication date: 1-Feb-2023.
- Guo B, Liang J, Tang B, Li L and So H (2023). Bistatic MIMO DFRC System Waveform Design via Symbol Distance/Direction Discrimination, IEEE Transactions on Signal Processing, 71, (3996-4010), Online publication date: 1-Jan-2023.
- Zhang H, Liu L, Kang B and Zheng N (2023). Hierarchical Model Compression via Shape-Edge Representation of Feature Maps—an Enlightenment From the Primate Visual System, IEEE Transactions on Multimedia, 25, (6958-6970), Online publication date: 1-Jan-2023.
- Nie J, Wang C, Yu S, Shi J, Lv X and Wei Z (2023). MIGN: Multiscale Image Generation Network for Remote Sensing Image Semantic Segmentation, IEEE Transactions on Multimedia, 25, (5601-5613), Online publication date: 1-Jan-2023.
- Song Z and Song P (2022). Latent energy preserving embedding for unsupervised feature selection, Digital Signal Processing, 132:C, Online publication date: 1-Jan-2023.
- Thilagavathy R and Venkataramani B (2023). A Novel Feature Enhancement Technique for ECG Arrhythmia Classification Using Discrete Anamorphic Stretch Transform, Circuits, Systems, and Signal Processing, 42:1, (277-306), Online publication date: 1-Jan-2023.
- Wu D, Zheng X, Kalathil D and Xie L Nested Reinforcement Learning Based Control for Protective Relays in Power Distribution Systems 2019 IEEE 58th Conference on Decision and Control (CDC), (1925-1930)
- Gaudio J, Gibson T, Annaswamy A, Bolender M and Lavretsky E Connections Between Adaptive Control and Optimization in Machine Learning 2019 IEEE 58th Conference on Decision and Control (CDC), (4563-4568)
- Jia H and Weng Y Unsupervised Feature Selection Based on 3-D Feature Decision Graph for High-dimensional Data Proceedings of the 2022 5th International Conference on Algorithms, Computing and Artificial Intelligence, (1-6)
- Mitani Y, Yoshimura W and Hamamoto Y An evaluation of classifiers for reading resistor colors Proceedings of the 2022 5th Artificial Intelligence and Cloud Computing Conference, (171-174)
- Mitani Y, Yamaguchi N, Fujita Y and Hamamoto Y Effects of transfer learning for handwritten digit classification in a small training sample size situation Proceedings of the 2022 5th Artificial Intelligence and Cloud Computing Conference, (123-127)
- Berikov V (2022). Model and Method for Constructing a Heterogeneous Cluster Ensemble, Automation and Remote Control, 83:12, (1944-1958), Online publication date: 1-Dec-2022.
- Jan A, Hayat M, Wedyan M, Alturki R, Gazzawe F, Ali H and Alarfaj F (2022). Target-AMP, Computers in Biology and Medicine, 151:PA, Online publication date: 1-Dec-2022.
- Cohen F, Zhong Z and Li C (2022). Semantic graph for word disambiguation in machine translation, Multimedia Tools and Applications, 81:30, (43485-43502), Online publication date: 1-Dec-2022.
- Marcelino C and Pedreira C (2022). Feature space partition: a local–global approach for classification, Neural Computing and Applications, 34:24, (21877-21890), Online publication date: 1-Dec-2022.
- Kübler J, Stimper V, Buchholz S, Muandet K and Schölkopf B AutoML two-sample test Proceedings of the 36th International Conference on Neural Information Processing Systems, (15929-15941)
- Wang Z, Gao S, Zhang Y and Guo L (2022). Symmetric uncertainty-incorporated probabilistic sequence-based ant colony optimization for feature selection in classification, Knowledge-Based Systems, 256:C, Online publication date: 28-Nov-2022.
- Banerjee O, Govind D, Dubey A and Gangashetty S Significance of Dimensionality Reduction in CNN-Based Vowel Classification from Imagined Speech Using Electroencephalogram Signals Speech and Computer, (44-55)
- Kaur B, Rathi S and Agrawal R (2022). Enhanced depression detection from speech using Quantum Whale Optimization Algorithm for feature selection, Computers in Biology and Medicine, 150:C, Online publication date: 1-Nov-2022.
- Hyeong J, Kim J, Park N and Jajodia S An Empirical Study on the Membership Inference Attack against Tabular Data Synthesis Models Proceedings of the 31st ACM International Conference on Information & Knowledge Management, (4064-4068)
- Luo J, Fang S, Deng Z and Tian Y (2022). Robust kernel-free support vector regression based on optimal margin distribution, Knowledge-Based Systems, 253:C, Online publication date: 11-Oct-2022.
- Chen K, Xue B, Zhang M and Zhou F (2022). Correlation-Guided Updating Strategy for Feature Selection in Classification With Surrogate-Assisted Particle Swarm Optimization, IEEE Transactions on Evolutionary Computation, 26:5, (1015-1029), Online publication date: 1-Oct-2022.
- Kusy M and Kowalski P (2022). Architecture reduction of a probabilistic neural network by merging k-means and k-nearest neighbour algorithms, Applied Soft Computing, 128:C, Online publication date: 1-Oct-2022.
- Mandal P, Samanta S, Pal M and Ranadive A (2022). Three-way decision model under a large-scale group decision-making environment with detecting and managing non-cooperative behaviors in consensus reaching process, Artificial Intelligence Review, 55:7, (5517-5542), Online publication date: 1-Oct-2022.
- Zhou B and Wang X (2022). Feature representation for 3D object retrieval based on unconstrained multi-view, Multimedia Systems, 28:5, (1699-1711), Online publication date: 1-Oct-2022.
- Dornaika F, Khoder A, Moujahid A and Khoder W (2022). A supervised discriminant data representation: application to pattern classification, Neural Computing and Applications, 34:19, (16879-16895), Online publication date: 1-Oct-2022.
- Zheng X, Zhang L and Yan L (2022). Sparse discriminant twin support vector machine for binary classification, Neural Computing and Applications, 34:19, (16173-16198), Online publication date: 1-Oct-2022.
- Bobrowski L Collinear Data Structures and Interaction Models Computational Collective Intelligence, (378-387)
- dos Santos L and de Melo Minardi R Identifying Large Scale Conformational Changes in Proteins Through Distance Maps and Convolutional Networks Advances in Bioinformatics and Computational Biology, (56-67)
- Li W and Yu F Calibrating Distance Metrics Under Uncertainty Machine Learning and Knowledge Discovery in Databases, (219-234)
- dos Santos Neto A, Moras Batista M and Ferreira T (2022). Support decision system based on invoices data mining to estimate commercial pent-up demands, Expert Systems with Applications: An International Journal, 202:C, Online publication date: 15-Sep-2022.
- Wu C, Li X, Zuo F, Luo L, Du X, Di J and Zeng Q (2022). Use It-No Need to Shake It!, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 6:3, (1-25), Online publication date: 6-Sep-2022.
- Elvira-Ortiz D, Saucedo-Dorantes J, Jaen-Cuellar A, Antonino-Daviu J and Osornio-Rios R Analysis and detection of broken rotor bars in induction motor under fluctuating load by means of stray flux signals 2022 International Conference on Electrical Machines (ICEM), (1816-1822)
- Peng C, Zhang Y, Chen Y, Kang Z, Chen C and Cheng Q (2022). Log-based sparse nonnegative matrix factorization for data representation, Knowledge-Based Systems, 251:C, Online publication date: 5-Sep-2022.
- Lange M and Lange A (2022). Information-Theoretic Lower Bounds to Error Probability for the Models of Noisy Discrete Source Coding and Object Classification, Pattern Recognition and Image Analysis, 32:3, (570-574), Online publication date: 1-Sep-2022.
- Coşkun K and Tümer B (2022). An adaptive estimation method with exploration and exploitation modes for non-stationary environments, Pattern Recognition, 129:C, Online publication date: 1-Sep-2022.
- Prakash P and Rajkumar N (2022). HSVNN: an efficient medical data classification using dimensionality reduction combined with hybrid support vector neural network, The Journal of Supercomputing, 78:13, (15439-15462), Online publication date: 1-Sep-2022.
- Komarov V, Iliashov O and Oleksiiuk V (2022). Methodological Approach to the Identification of Monitoring Objects, Cybernetics and Systems Analysis, 58:5, (832-839), Online publication date: 1-Sep-2022.
- Guo M, Wang S, Wang Z, Lu M, Cui X, Ling X and Xu F 3D Face Cartoonizer: Generating Personalized 3D Cartoon Faces from 2D Real Photos with a Hybrid Dataset Artificial Intelligence, (356-367)
- Nagy G and Krishnamoorthy M One-Against-All Halfplane Dichotomies Structural, Syntactic, and Statistical Pattern Recognition, (183-192)
- Markovitch M, Agarwal S, Fonseca R, Beckett R, Zhang C, Atov I and Chaturmohta S TIPSY Proceedings of the ACM SIGCOMM 2022 Conference, (233-249)
- Peng T, Li J and Xu J Label Selection Algorithm Based on Iteration Column Subset Selection for Multi-label Classification Database and Expert Systems Applications, (287-301)
- Rios-Vila A, Alfaro-Contreras M, Valero-Mas J and Calvo-Zaragoza J Few-Shot Music Symbol Classification via Self-Supervised Learning and Nearest Neighbor Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, (93-107)
- Hallajian B, Motameni H and Akbari E (2022). Ensemble feature selection using distance-based supervised and unsupervised methods in binary classification, Expert Systems with Applications: An International Journal, 200:C, Online publication date: 15-Aug-2022.
- Chen X, Zhang F and Wang S Efficient Approximate Algorithms for Empirical Variance with Hashed Block Sampling Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, (157-167)
- Chen J, Lin Y, Mi J, Li S and Ding W (2022). A Spectral Feature Selection Approach With Kernelized Fuzzy Rough Sets, IEEE Transactions on Fuzzy Systems, 30:8, (2886-2901), Online publication date: 1-Aug-2022.
- Martínez-Agüero S, Soguero-Ruiz C, Alonso-Moral J, Mora-Jiménez I, Álvarez-Rodríguez J and Marques A (2022). Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance, Future Generation Computer Systems, 133:C, (68-83), Online publication date: 1-Aug-2022.
- Ball A, Silversides K, Chlingaryan A and Melkumyan A (2022). Creating large scale probabilistic boundaries using Gaussian Processes, Expert Systems with Applications: An International Journal, 199:C, Online publication date: 1-Aug-2022.
- Singh Y and Biswas A (2022). Robustness of musical features on deep learning models for music genre classification, Expert Systems with Applications: An International Journal, 199:C, Online publication date: 1-Aug-2022.
- Deger Z and Taskin Kaya G (2022). Glass-box model representation of seismic failure mode prediction for conventional reinforced concrete shear walls, Neural Computing and Applications, 34:15, (13029-13041), Online publication date: 1-Aug-2022.
- Li H, Yao H, Chen L, Cao C and Li M (2022). Assessment of circular-bored twin tunnel (CBTT) performance using soft computing methods, Engineering with Computers, 38:4, (2975-2990), Online publication date: 1-Aug-2022.
- Luo Q, Yu D, Maradapu Vera Venkata Sai A, Cai Z and Cheng X (2022). A survey of structural representation learning for social networks, Neurocomputing, 496:C, (56-71), Online publication date: 28-Jul-2022.
- Zhu Z, Xing H and Xu Y (2022). Easy balanced mixing for long-tailed data, Knowledge-Based Systems, 248:C, Online publication date: 19-Jul-2022.
- Wieczynski J, Lucca G, Borges E, Emmendorfer L, Ferrero-Jaurrieta M, Dimuro G and Bustince H Applying d-XChoquet integrals in classification problems 2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), (1-7)
- Demir K, Nguyen B, Xue B and Zhang M Particle swarm optimisation for sparsity-based feature selection in multi-label classification Proceedings of the Genetic and Evolutionary Computation Conference Companion, (232-235)
- Hohma E, Frey C, Beer A and Seidl T (2022). SCAR, Proceedings of the VLDB Endowment, 15:11, (3031-3044), Online publication date: 1-Jul-2022.
- Das S and Pal N (2022). Nonlinear Dimensionality Reduction for Data Visualization: An Unsupervised Fuzzy Rule-Based Approach, IEEE Transactions on Fuzzy Systems, 30:7, (2157-2169), Online publication date: 1-Jul-2022.
- Zheng L and Jiang Y (2022). Combining dissimilarity measures for quantifying changes in research fields, Scientometrics, 127:7, (3751-3765), Online publication date: 1-Jul-2022.
- Mendonça F, Fred A, Mostafa S, Morgado-Dias F and Ravelo-García A (2022). Automatic detection of cyclic alternating pattern, Neural Computing and Applications, 34:13, (11097-11107), Online publication date: 1-Jul-2022.
- Jiang M, Zhai F and Kong J (2022). Sparse Attention Module for optimizing semantic segmentation performance combined with a multi-task feature extraction network, The Visual Computer: International Journal of Computer Graphics, 38:7, (2473-2488), Online publication date: 1-Jul-2022.
- Rossbroich J, Durieux J and Wilderjans T (2022). Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering, Journal of Classification, 39:2, (264-301), Online publication date: 1-Jul-2022.
- Niu K, Zhang F, Fu X and Jin B In-Air Handwriting Recognition Using Acoustic Impulse Signals Participative Urban Health and Healthy Aging in the Age of AI, (293-301)
- Fadul M, Willis J, Reising D and Loveless T An Analysis of Process Parameters for the Optimization of Specific Emitter Identification Under Rayleigh Fading Internet of Things, (277-291)
- Sluÿters A, Ousmer M, Roselli P and Vanderdonckt J (2022). QuantumLeap, a Framework for Engineering Gestural User Interfaces based on the Leap Motion Controller, Proceedings of the ACM on Human-Computer Interaction, 6:EICS, (1-47), Online publication date: 14-Jun-2022.
- Ali F, Kumar H, Patil S, Kotecha K, Banjar A and Daud A (2022). Target-DBPPred, Computers in Biology and Medicine, 145:C, Online publication date: 1-Jun-2022.
- Zarei A and Mohammadzadeh Asl B (2022). Classification of code-modulated visual evoked potentials using adaptive modified covariance beamformer and EEG signals, Computer Methods and Programs in Biomedicine, 221:C, Online publication date: 1-Jun-2022.
- Eltrass A, Tayel M and Ammar A (2022). Automated ECG multi-class classification system based on combining deep learning features with HRV and ECG measures, Neural Computing and Applications, 34:11, (8755-8775), Online publication date: 1-Jun-2022.
- Ferreira D, Nunes B, Campos C and Obraczka K (2022). User Community Identification Through Fine-Grained Mobility Records for Smart City Applications, IEEE Transactions on Intelligent Transportation Systems, 23:5, (4387-4401), Online publication date: 1-May-2022.
- Xu X, Xu X, Shi P, Ye Z, Bai Y, Zhang S, Dustdar S and Wang G (2022). Data classification based on attribute vectorization and evidence fusion, Applied Soft Computing, 121:C, Online publication date: 1-May-2022.
- Ivaşcu C, Everson R and Fieldsend J (2022). Optimising Diversity in Classifier Ensembles, SN Computer Science, 3:3, Online publication date: 1-May-2022.
- AlOmar E, Liu J, Addo K, Mkaouer M, Newman C, Ouni A and Yu Z (2021). On the documentation of refactoring types, Automated Software Engineering, 29:1, Online publication date: 1-May-2022.
- Ranjbar M and Effati S (2022). A new approach for fuzzy classification by a multiple-attribute decision-making model, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 26:9, (4249-4260), Online publication date: 1-May-2022.
- Dornaika F, Khoder A and Khoder W (2022). Data representation via refined discriminant analysis and common class structure, Neurocomputing, 483:C, (348-360), Online publication date: 28-Apr-2022.
- Cheng M, Ma T, Ma L, Yuan J and Yan Q (2022). Adaptive grid-based forest-like clustering algorithm, Neurocomputing, 481:C, (168-181), Online publication date: 7-Apr-2022.
- Finder I, Sheetrit E and Nissim N (2022). Time-interval temporal patterns can beat and explain the malware, Knowledge-Based Systems, 241:C, Online publication date: 6-Apr-2022.
- Peng C, Zhang Z, Chen C, Kang Z and Cheng Q (2022). Two-dimensional semi-nonnegative matrix factorization for clustering, Information Sciences: an International Journal, 590:C, (106-141), Online publication date: 1-Apr-2022.
- Camastra F, Capone V, Ciaramella A, Riccio A and Staiano A (2022). Prediction of environmental missing data time series by Support Vector Machine Regression and Correlation Dimension estimation, Environmental Modelling & Software, 150:C, Online publication date: 1-Apr-2022.
- Ezugwu A, Ikotun A, Oyelade O, Abualigah L, Agushaka J, Eke C and Akinyelu A (2022). A comprehensive survey of clustering algorithms, Engineering Applications of Artificial Intelligence, 110:C, Online publication date: 1-Apr-2022.
- Park S and Chung K (2022). MMCNet: deep learning–based multimodal classification model using dynamic knowledge, Personal and Ubiquitous Computing, 26:2, (355-364), Online publication date: 1-Apr-2022.
- Hernández-Morales C, Luna-Rivera J and Perez-Jimenez R (2022). Design and deployment of a practical IoT-based monitoring system for protected cultivations, Computer Communications, 186:C, (51-64), Online publication date: 15-Mar-2022.
- Mazhelis O, Puuronen S and Raento M Estimating Accuracy of Mobile-Masquerader Detection Using Worst-Case and Best-Case Scenario Information and Communications Security, (302-321)
- Lohrmann C and Luukka P (2022). Nonspecificity, strife and total uncertainty in supervised feature selection, Engineering Applications of Artificial Intelligence, 109:C, Online publication date: 1-Mar-2022.
- Patil A, Acharya R, Patil H and Guido R (2022). Improving the potential of Enhanced Teager Energy Cepstral Coefficients (ETECC) for replay attack detection, Computer Speech and Language, 72:C, Online publication date: 1-Mar-2022.
- Lin C, Wen Z, Xu G, Cao Y and Pan Y (2022). A bio-inspired contour detection model using multiple cues inhibition in primary visual cortex, Multimedia Tools and Applications, 81:8, (11027-11048), Online publication date: 1-Mar-2022.
- Bargagli Stoffi F, Cevolani G and Gnecco G (2022). Simple Models in Complex Worlds: Occam’s Razor and Statistical Learning Theory, Minds and Machines, 32:1, (13-42), Online publication date: 1-Mar-2022.
- Dara S, Dhamercherla S, Jadav S, Babu C and Ahsan M (2022). Machine Learning in Drug Discovery: A Review, Artificial Intelligence Review, 55:3, (1947-1999), Online publication date: 1-Mar-2022.
- Vladimir G, Yury M and Natalya K (2022). Pattern recognition techniques for classifying aeroballistic flying vehicle paths, Neural Computing and Applications, 34:5, (4033-4045), Online publication date: 1-Mar-2022.
- Bhattacharya A, Zhan C, Maji A, Gupta H, Das S and Djurić P (2021). Selection of Sensors for Efficient Transmitter Localization, IEEE/ACM Transactions on Networking, 30:1, (107-119), Online publication date: 1-Feb-2022.
- Chumachenko K, Iosifidis A and Gabbouj M (2022). Feedforward neural networks initialization based on discriminant learning, Neural Networks, 146:C, (220-229), Online publication date: 1-Feb-2022.
- Haque M and Tozal M (2022). Byte embeddings for file fragment classification, Future Generation Computer Systems, 127:C, (448-461), Online publication date: 1-Feb-2022.
- Lee G, Kasim H, Sirigina R, How S, King S and Hung T (2022). Smart Robust Feature Selection (SoFt) for imbalanced and heterogeneous data, Knowledge-Based Systems, 236:C, Online publication date: 25-Jan-2022.
- Guo X, Yang Y and Liu Y Singular Value Decomposition and Manifold Regulation-based Multi-label Classification Proceedings of the 2022 2nd International Conference on Bioinformatics and Intelligent Computing, (211-216)
- Han L, Gan L and Bhardwaj A (2022). The Application of Artificial Neural Network Combined with Virtual Reality Technology in Environment Art Design, Computational Intelligence and Neuroscience, 2022, Online publication date: 1-Jan-2022.
- Lenka S, Bisoy S, Priyadarshini R, Sain M and Rajakani K (2022). Empirical Analysis of Ensemble Learning for Imbalanced Credit Scoring Datasets, Wireless Communications & Mobile Computing, 2022, Online publication date: 1-Jan-2022.
- Jeon H, Ko H, Jo J, Kim Y and Seo J (2022). Measuring and Explaining the Inter-Cluster Reliability of Multidimensional Projections, IEEE Transactions on Visualization and Computer Graphics, 28:1, (551-561), Online publication date: 1-Jan-2022.
- Sorek Y and Todros K (2022). On the Minimum
$\mathcal {K}$ - Mingote V, Miguel A, Ribas D, Ortega A and Lleida E (2022). aDCF Loss Function for Deep Metric Learning in End-to-End Text-Dependent Speaker Verification Systems, IEEE/ACM Transactions on Audio, Speech and Language Processing, 30, (772-784), Online publication date: 1-Jan-2022.
- Beck A and Sharon R (2022). New results on multi-dimensional linear discriminant analysis, Operations Research Letters, 50:1, (1-7), Online publication date: 1-Jan-2022.
- Barbon Junior S, Pinto A, Barroso J, Caetano F, Moura F, Cunha S and Torres R (2022). Sport action mining: Dribbling recognition in soccer, Multimedia Tools and Applications, 81:3, (4341-4364), Online publication date: 1-Jan-2022.
- Zhou J, Zeng S and Zhang B (2022). Kernel nonnegative representation-based classifier, Applied Intelligence, 52:2, (2269-2289), Online publication date: 1-Jan-2022.
- Li R, Chen Z, Li H and Tang Y (2022). A new distance-based total uncertainty measure in Dempster-Shafer evidence theory, Applied Intelligence, 52:2, (1209-1237), Online publication date: 1-Jan-2022.
- Rong X and Solo V On the Error Rate for Classifying Point Processes 2021 60th IEEE Conference on Decision and Control (CDC), (120-125)
- Guruganesh G, Liu A, Schneider J and Wang J Margin-independent online multiclass learning via convex geometry Proceedings of the 35th International Conference on Neural Information Processing Systems, (29156-29167)
- Tong X, Xu X, Huang S and Zheng L A mathematical framework for quantifying transferability in multi-source transfer learning Proceedings of the 35th International Conference on Neural Information Processing Systems, (26103-26116)
- Wu Y, Li Z, Van Nostrand N and Liu J Time to Rethink the Design of Qi Standard? Security and Privacy Vulnerability Analysis of Qi Wireless Charging Proceedings of the 37th Annual Computer Security Applications Conference, (916-929)
- Joodaki M, Dowlatshahi M and Joodaki N (2021). An ensemble feature selection algorithm based on PageRank centrality and fuzzy logic, Knowledge-Based Systems, 233:C, Online publication date: 5-Dec-2021.
- Peng C, Liu Y, Zhang X, Kang Z, Chen Y, Chen C and Cheng Q (2021). Learning discriminative representation for image classification, Knowledge-Based Systems, 233:C, Online publication date: 5-Dec-2021.
- Buriro A, Ahmed B, Baloch G, Ahmed J, Shoorangiz R, Weddell S and Jones R (2021). Classification of alcoholic EEG signals using wavelet scattering transform-based features, Computers in Biology and Medicine, 139:C, Online publication date: 1-Dec-2021.
- Wang Z, Jia P, Xu X, Wang B, Zhu Y and Li D (2022). Sample and feature selecting based ensemble learning for imbalanced problems, Applied Soft Computing, 113:PA, Online publication date: 1-Dec-2021.
- Puchert P, Hermosilla P, Ritschel T and Ropinski T (2021). Data-driven deep density estimation, Neural Computing and Applications, 33:23, (16773-16807), Online publication date: 1-Dec-2021.
- Castellanos F, Valero-Mas J and Calvo-Zaragoza J (2021). Prototype generation in the string space via approximate median for data reduction in nearest neighbor classification, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 25:24, (15403-15415), Online publication date: 1-Dec-2021.
- Amato D, Lo Bosco G and Giancarlo R Learned Sorted Table Search and Static Indexes in Small Model Space AIxIA 2021 – Advances in Artificial Intelligence, (462-477)
- Hell F, Hinz G, Liu F, Goyal S, Pei K, Lytvynenko T, Knoll A and Yiqiang C Monitoring perception reliability in autonomous driving: Distributional shift detection for estimating the impact of input data on prediction accuracy Proceedings of the 5th ACM Computer Science in Cars Symposium, (1-9)
- Cui H and Abdelzaher T The voice of silence Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, (82-89)
- Rezvani S and Wang X (2021). Class imbalance learning using fuzzy ART and intuitionistic fuzzy twin support vector machines, Information Sciences: an International Journal, 578:C, (659-682), Online publication date: 1-Nov-2021.
- Felipe G, Zanoni J, Sehaber-Sierakowski C, Bossolani G, Souza S, Flores F, Oliveira L, Pereira R and Costa Y (2021). Automatic chronic degenerative diseases identification using enteric nervous system images, Neural Computing and Applications, 33:22, (15373-15395), Online publication date: 1-Nov-2021.
- Kanungo L, Garg N, Bhobe A, Rajguru S and Baths V Wheelchair Automation by a Hybrid BCI System Using SSVEP and Eye Blinks 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC), (411-416)
- Mutmainah S, Hachour S, Pichon F and Mercier D Improving an Evidential Source of Information Using Contextual Corrections Depending on Partial Decisions Belief Functions: Theory and Applications, (247-256)
- Crowley J Machine Learning with Neural Networks Human-Centered Artificial Intelligence, (39-54)
- Soni B, Roy S and Warsi S (2021). Particle Swarm Optimization in Bioinformatics, Image Processing, and Computational Linguistics, International Journal of Swarm Intelligence Research, 12:4, (25-44), Online publication date: 1-Oct-2021.
- Stylianopoulos K and Koutroumbas K (2021). A Probabilistic Clustering Approach for Detecting Linear Structures in Two-Dimensional Spaces, Pattern Recognition and Image Analysis, 31:4, (671-687), Online publication date: 1-Oct-2021.
- Ozkan H, Temelli R, Gurbuz O, Koksal O, Ipekoren A, Canbal F, Karahan B and Kuran M (2021). Multimedia traffic classification with mixture of Markov components, Ad Hoc Networks, 121:C, Online publication date: 1-Oct-2021.
- Alkeem E, Yeun C, Yun J, Yoo P, Chae M, Rahman A and Asyhari A (2021). Robust Deep Identification using ECG and Multimodal Biometrics for Industrial Internet of Things, Ad Hoc Networks, 121:C, Online publication date: 1-Oct-2021.
- Ahmed U, Srivastava G and Lin J (2021). A Federated Learning Approach to Frequent Itemset Mining in Cyber-Physical Systems, Journal of Network and Systems Management, 29:4, Online publication date: 1-Oct-2021.
- Bhattacharyya S, Das S, Das A, Dey R and Dhar R (2021). Neuro-feedback system for real-time BCI decision prediction, Microsystem Technologies, 27:10, (3725-3734), Online publication date: 1-Oct-2021.
- Gøttcke J, Zimek A and Campello R Non-parametric Semi-supervised Learning by Bayesian Label Distribution Propagation Similarity Search and Applications, (118-132)
- Bobrowski L and Zabielski P Feature (Gene) Clustering with Collinearity Models Computational Collective Intelligence, (403-415)
- Weigand J, Raible J, Zantopp N, Demir O, Trachte A, Wagner A and Ruskowski M Hybrid Data-Driven Modelling for Inverse Control of Hydraulic Excavators 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), (2127-2134)
- Fragoso R, Cavalcanti G, Pinheiro R and Oliveira L (2021). Dynamic selection and combination of one-class classifiers for multi-class classification, Knowledge-Based Systems, 228:C, Online publication date: 27-Sep-2021.
- Luan S and Wu Y Application of big data technology and clustering algorithm in business activities 2021 4th International Conference on Information Systems and Computer Aided Education, (2614-2618)
- Aryal S and Wells J Ensemble of Local Decision Trees for Anomaly Detection in Mixed Data Machine Learning and Knowledge Discovery in Databases. Research Track, (687-702)
- Ksieniewicz P, Zyblewski P and Burduk R (2021). Fusion of linear base classifiers in geometric space, Knowledge-Based Systems, 227:C, Online publication date: 5-Sep-2021.
- Ji T, Li J and Xu J Label Selection Algorithm Based on Boolean Interpolative Decomposition with Sequential Backward Selection for Multi-label Classification Document Analysis and Recognition – ICDAR 2021, (130-144)
- Liu R, Sisman B, Lin Y and Li H (2021). FastTalker, Neural Networks, 141:C, (306-314), Online publication date: 1-Sep-2021.
- Özdenizci O and Erdoğmuş D (2021). Stochastic mutual information gradient estimation for dimensionality reduction networks, Information Sciences: an International Journal, 570:C, (298-305), Online publication date: 1-Sep-2021.
- Tripathi D, Edla D, Bablani A, Shukla A and Reddy B (2021). Experimental analysis of machine learning methods for credit score classification, Progress in Artificial Intelligence, 10:3, (217-243), Online publication date: 1-Sep-2021.
- Bon J, Lee A and Drovandi C (2021). Accelerating sequential Monte Carlo with surrogate likelihoods, Statistics and Computing, 31:5, Online publication date: 1-Sep-2021.
- Mauceri S, Sweeney J, Nicolau M and McDermott J (2021). Feature extraction by grammatical evolution for one-class time series classification, Genetic Programming and Evolvable Machines, 22:3, (267-295), Online publication date: 1-Sep-2021.
- Schmidt A, Schellroth F, Fischer M, Allimant L and Riedel O (2021). Reinforcement learning methods based on GPU accelerated industrial control hardware, Neural Computing and Applications, 33:18, (12191-12207), Online publication date: 1-Sep-2021.
- Ajila S and Vijay N Evaluating Deep Neural Nets and Optimized Hyperparameters Random Forest for Decision Support Systems 2021 IEEE 22nd International Conference on Information Reuse and Integration for Data Science (IRI), (17-24)
- Yang S, Xiong H, Hu D, Xu K, Wang L, Zhu P and Sun Z (2021). Generalising combinatorial discriminant analysis through conditioning truncated Rayleigh flow, Knowledge and Information Systems, 63:8, (2189-2208), Online publication date: 1-Aug-2021.
- Mukherjee A, Tajer A, Chen P and Das P Active Binary Classification of Random Fields 2021 IEEE International Symposium on Information Theory (ISIT), (3326-3331)
- Shahrivari F and Zlatanov N An Asymptotically Optimal Algorithm For Classification of Data Vectors with Independent Non-Identically Distributed Elements 2021 IEEE International Symposium on Information Theory (ISIT), (2637-2642)
- Artan U, Fernando H and Marshall J Automatic Material Classification via Proprioceptive Sensing and Wavelet Analysis During Excavation 2021 IEEE/ASME International Conference on Advanced Intelligent Mechatronics (AIM), (612-617)
- Ochab M, Mrukowicz M, Sarzvński J and Bentkowska U Human- and Machine-Generated Traffic Distinction by DNS Protocol Analysis 2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), (1-8)
- Nallusamy P, Saravanen S and Krishnan M (2020). Decision Tree‐Based Entries Reduction scheme using multi‐match attributes to prevent flow table overflow in SDN environment, International Journal of Network Management, 31:4, Online publication date: 5-Jul-2021.
- PlÖtz T (2021). Applying Machine Learning for Sensor Data Analysis in Interactive Systems, ACM Computing Surveys, 54:6, (1-25), Online publication date: 1-Jul-2021.
- Badr E (2021). Images in Space and Time, ACM Computing Surveys, 54:6, (1-38), Online publication date: 1-Jul-2021.
- Silva F, Bezerra G, Holanda G, Souza J, Rego P, Lira Neto A, de Albuquerque V and Rebouças Filho P (2021). A novel feature extractor for human action recognition in visual question answering, Pattern Recognition Letters, 147:C, (41-47), Online publication date: 1-Jul-2021.
- Gupta S, Patil A, Purohit M, Parmar M, Patel M, Patil H and Guido R (2022). Residual Neural Network precisely quantifies dysarthria severity-level based on short-duration speech segments, Neural Networks, 139:C, (105-117), Online publication date: 1-Jul-2021.
- Xiang Z, Miller D and Kesidis G (2021). Reverse engineering imperceptible backdoor attacks on deep neural networks for detection and training set cleansing, Computers and Security, 106:C, Online publication date: 1-Jul-2021.
- Zhang Y, Xu Z, Hao Z and Liao H (2021). Dynamic assessment of Internet public opinions based on the probabilistic linguistic Bayesian network and Prospect theory, Applied Soft Computing, 106:C, Online publication date: 1-Jul-2021.
- Beheshti Z (2021). UTF, Applied Soft Computing, 106:C, Online publication date: 1-Jul-2021.
- Zhang T, Yamane I, Lu N and Sugiyama M (2021). A One-Step Approach to Covariate Shift Adaptation, SN Computer Science, 2:4, Online publication date: 1-Jul-2021.
- Baris B, Cek M and Kuntalp D (2021). Modulation Classification of MFSK Modulated Signals Using Spectral Centroid, Wireless Personal Communications: An International Journal, 119:1, (763-775), Online publication date: 1-Jul-2021.
- Chen Y, Liu W, Zhao H, Cao S, Fu S and Jiang D (2021). Bisecting k-means based fingerprint indoor localization, Wireless Networks, 27:5, (3497-3506), Online publication date: 1-Jul-2021.
- Jouvin N, Bouveyron C and Latouche P (2021). A Bayesian Fisher-EM algorithm for discriminative Gaussian subspace clustering, Statistics and Computing, 31:4, Online publication date: 1-Jul-2021.
- Plasse J, Hoeltgebaum H and Adams N (2021). Streaming changepoint detection for transition matrices, Data Mining and Knowledge Discovery, 35:4, (1287-1316), Online publication date: 1-Jul-2021.
- Thrun M and Ultsch A (2021). Using Projection-Based Clustering to Find Distance- and Density-Based Clusters in High-Dimensional Data, Journal of Classification, 38:2, (280-312), Online publication date: 1-Jul-2021.
- Demir K, Nguyen B, Xue B and Zhang M Multi-objective Multi-label Feature Selection with an Aggregated Performance Metric and Dominance-based Initialisation 2021 IEEE Congress on Evolutionary Computation (CEC), (760-767)
- Tanveer M, Sharma S and Muhammad K (2021). Large-Scale Least Squares Twin SVMs, ACM Transactions on Internet Technology, 21:2, (1-19), Online publication date: 23-Jun-2021.
- Salazar D, Ramirez-Rodriguez A, Nakano M, Cedillo-Hernandez M and Perez-Meana H Evaluation of Denoising Algorithms for Source Camera Linking Pattern Recognition, (282-291)
- Lorenzo-Navarro J, Serranti S, Bonifazi G and Capobianco G Performance Evaluation of Classical Classifiers and Deep Learning Approaches for Polymers Classification Based on Hyperspectral Images Advances in Computational Intelligence, (281-292)
- Neutatz F, Biessmann F and Abedjan Z Enforcing Constraints for Machine Learning Systems via Declarative Feature Selection: An Experimental Study Proceedings of the 2021 International Conference on Management of Data, (1345-1358)
- Mohedano-Munoz M, Alique-García S, Rubio-Sánchez M, Raya L and Sanchez A (2021). Interactive visual clustering and classification based on dimensionality reduction mappings, Expert Systems with Applications: An International Journal, 171:C, Online publication date: 1-Jun-2021.
- Xu F, Liang H, Wang Z and Lin L (2021). A Framework for Drivable Area Detection Via Point Cloud Double Projection on Rough Roads, Journal of Intelligent and Robotic Systems, 102:2, Online publication date: 1-Jun-2021.
- Kesav O and Rajini G (2021). Automated detection system for texture feature based classification on different image datasets using S-transform, International Journal of Speech Technology, 24:2, (251-258), Online publication date: 1-Jun-2021.
- Gözüaçık Ö and Can F (2021). Concept learning using one-class classifiers for implicit drift detection in evolving data streams, Artificial Intelligence Review, 54:5, (3725-3747), Online publication date: 1-Jun-2021.
- Ezugwu A, Shukla A, Agbaje M, Oyelade O, José-García A and Agushaka J (2021). Automatic clustering algorithms: a systematic review and bibliometric analysis of relevant literature, Neural Computing and Applications, 33:11, (6247-6306), Online publication date: 1-Jun-2021.
- Wang Y, Sun Q, Berger T and Qi W A Drive-through Recharging Strategy for a Quadrotor 2021 IEEE International Conference on Robotics and Automation (ICRA), (420-425)
- Agarwal M and Manwani N Learning Multiclass Classifier Under Noisy Bandit Feedback Advances in Knowledge Discovery and Data Mining, (448-460)
- Losquadro C, Pallotta L and Giunta G COVID-19 Lung CT Images Recognition: A Feature-Based Approach Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, (471-478)
- Rashidibajgan S, Hupperich T, Doss R and Förster A (2021). Secure and privacy-preserving structure in opportunistic networks, Computers and Security, 104:C, Online publication date: 1-May-2021.
- Tohalino J, Quispe L and Amancio D (2021). Analyzing the relationship between text features and grants productivity, Scientometrics, 126:5, (4255-4275), Online publication date: 1-May-2021.
- Davoodi A, Chang S, Yoo H, Baweja A, Mongia M and Mohimani H (2021). ForestDSH: a universal hash design for discrete probability distributions, Data Mining and Knowledge Discovery, 35:3, (748-795), Online publication date: 1-May-2021.
- Martins A, Neves L, de Faria P, Tosta T, Longo L, Silva A, Roberto G and do Nascimento M (2021). A Hermite polynomial algorithm for detection of lesions in lymphoma images, Pattern Analysis & Applications, 24:2, (523-535), Online publication date: 1-May-2021.
- Özbeyaz A (2021). EEG-Based classification of branded and unbranded stimuli associating with smartphone products: comparison of several machine learning algorithms, Neural Computing and Applications, 33:9, (4579-4593), Online publication date: 1-May-2021.
- Zhao K, Yu J, Rong Y, Liao M and Huang J Towards Expectation-Maximization by SQL in RDBMS Database Systems for Advanced Applications, (778-794)
- Bobrowski L Complexes of Low Dimensional Linear Classifiers with L1 Margins Intelligent Information and Database Systems, (29-40)
- Ivaşcu C, Everson R and Fieldsend J Optimising Diversity in Classifier Ensembles of Classification Trees Applications of Evolutionary Computation, (634-648)
- Rauber T, da Silva Loca A, Boldt F, Rodrigues A and Varejão F (2021). An experimental methodology to evaluate machine learning methods for fault diagnosis based on vibration signals, Expert Systems with Applications: An International Journal, 167:C, Online publication date: 1-Apr-2021.
- Abushattal A and Arslan H Phase Index-Based Receive Spatial Modulation PHY Security Against Supervised Pattern Recognition 2021 IEEE Wireless Communications and Networking Conference (WCNC), (1-5)
- Albashish D, Hammouri A, Braik M, Atwan J and Sahran S (2022). Binary biogeography-based optimization based SVM-RFE for feature selection, Applied Soft Computing, 101:C, Online publication date: 1-Mar-2021.
- Ansari M and Singh D (2021). Human detection techniques for real time surveillance: a comprehensive survey, Multimedia Tools and Applications, 80:6, (8759-8808), Online publication date: 1-Mar-2021.
- Alrosan A, Alomoush W, Norwawi N, Alswaitti M and Makhadmeh S (2021). An improved artificial bee colony algorithm based on mean best-guided approach for continuous optimization problems and real brain MRI images segmentation, Neural Computing and Applications, 33:5, (1671-1697), Online publication date: 1-Mar-2021.
- Tanveer M, Sharma S, Rastogi R and Anand P (2020). Sparse support vector machine with pinball loss, Transactions on Emerging Telecommunications Technologies, 32:2, Online publication date: 9-Feb-2021.
- Imtiaz Z, Manzoor A, Islam S, Judge M, Choo K and Rodrigues J (2021). Discovering communities from disjoint complex networks using Multi-Layer Ant Colony Optimization, Future Generation Computer Systems, 115:C, (659-670), Online publication date: 1-Feb-2021.
- Goyal A (2020). Using Spasmodic Closure Patterns to Simplify Visual Voice Activity Detection, SN Computer Science, 2:1, Online publication date: 1-Feb-2021.
- Nakouri H (2021). Two-dimensional Subclass Discriminant Analysis for face recognition, Pattern Analysis & Applications, 24:1, (109-117), Online publication date: 1-Feb-2021.
- Rastogi R and Sharma S (2021). Ternary tree-based structural twin support tensor machine for clustering, Pattern Analysis & Applications, 24:1, (61-74), Online publication date: 1-Feb-2021.
- Ghodratnama S and Abrishami Moghaddam H (2021). Content-based image retrieval using feature weighting and C-means clustering in a multi-label classification framework, Pattern Analysis & Applications, 24:1, (1-10), Online publication date: 1-Feb-2021.
- Maroñas J, Ramos D and Paredes R On Calibration of Mixup Training for Deep Neural Networks Structural, Syntactic, and Statistical Pattern Recognition, (67-76)
- Jannat S and Canavan S Classification of Autism Spectrum Disorder Across Age Using Questionnaire and Demographic Information Pattern Recognition. ICPR International Workshops and Challenges, (52-61)
- Camastra F, Capone V, Ciaramella A, Landi T, Riccio A and Staiano A Environmental Time Series Prediction with Missing Data by Machine Learning and Dynamics Recostruction Pattern Recognition. ICPR International Workshops and Challenges, (26-33)
- Wang J, Saxena A and Sintunavarat W (2021). An Empirical Study on Initializing Centroid in K-Means Clustering for Feature Selection, International Journal of Software Science and Computational Intelligence, 13:1, (1-16), Online publication date: 1-Jan-2021.
- Taiwo O, Ezugwu A and Aman M (2021). Internet of Things-Based Intelligent Smart Home Control System, Security and Communication Networks, 2021, Online publication date: 1-Jan-2021.
- Cao L, Chen Y, Zhang Z, Gui N and Zhang N (2021). A Multiattention-Based Supervised Feature Selection Method for Multivariate Time Series, Computational Intelligence and Neuroscience, 2021, Online publication date: 1-Jan-2021.
- Monika R, Samiappan D and Kumar R (2020). Adaptive block compressed sensing - a technological analysis and survey on challenges, innovation directions and applications, Multimedia Tools and Applications, 80:3, (4751-4768), Online publication date: 1-Jan-2021.
- Mahmoudi M, Akbarzadeh H, Parvin H, Nejatian S, Rezaie V and Alinejad-Rokny H (2020). Consensus function based on cluster-wise two level clustering, Artificial Intelligence Review, 54:1, (639-665), Online publication date: 1-Jan-2021.
- Tama B, Comuzzi M and Ko J (2020). An Empirical Investigation of Different Classifiers, Encoding, and Ensemble Schemes for Next Event Prediction Using Business Process Event Logs, ACM Transactions on Intelligent Systems and Technology, 11:6, (1-34), Online publication date: 31-Dec-2021.
- Shan Y, Kesidis G, Jain A, Urgaonkar B, Khamse-Ashari J and Lambadaris I Heterogeneous MacroTasking (HeMT) for Parallel Processing in the Cloud Proceedings of the 2020 6th International Workshop on Container Technologies and Container Clouds, (7-12)
- Masoomi A, Wu C, Zhao T, Wang Z, Castaldi P and Dy J Instance-wise feature grouping Proceedings of the 34th International Conference on Neural Information Processing Systems, (13374-13386)
- Fontenla‐Romero O, Pérez‐Sánchez B and Guijarro‐Berdiñas B (2020). DSVD‐autoencoder, International Journal of Intelligent Systems, 36:1, (177-199), Online publication date: 2-Dec-2020.
- Bamunu Mudiyanselage T, Xiao X, Zhang Y and Pan Y (2020). Deep Fuzzy Neural Networks for Biomarker Selection for Accurate Cancer Detection, IEEE Transactions on Fuzzy Systems, 28:12, (3219-3228), Online publication date: 1-Dec-2020.
- de Souza R, de Oliveira J, Passos L, Ding W, Papa J and de Albuquerque V (2020). A Novel Approach for Optimum-Path Forest Classification Using Fuzzy Logic, IEEE Transactions on Fuzzy Systems, 28:12, (3076-3086), Online publication date: 1-Dec-2020.
- Kok C, Jahmunah V, Oh S, Zhou X, Gururajan R, Tao X, Cheong K, Gururajan R, Molinari F and Acharya U (2022). Automated prediction of sepsis using temporal convolutional network, Computers in Biology and Medicine, 127:C, Online publication date: 1-Dec-2020.
- Niu L, Wan J, Wang H and Zhou K (2020). Cost-sensitive Dictionary Learning for Software Defect Prediction, Neural Processing Letters, 52:3, (2415-2449), Online publication date: 1-Dec-2020.
- Kulczycki P and Franus K Outlier Detection, Clustering, and Classification – Methodologically Unified Procedures for Conditional Approach Computational Collective Intelligence, (328-340)
- O. Larin A, Seredin O and Kopylov A Reducing the Impact of Outliers on the One-Class Classification Decision Rule Proceedings of the 4th International Conference on Future Networks and Distributed Systems, (1-5)
- Zheng X, Zhang L and Yan L Feature Selection Using Sparse Twin Bounded Support Vector Machine Neural Information Processing, (357-369)
- Zhang J, Nguyen T, Truong B, Liu L, Li J and Le T Computational Methods for Predicting Autism Spectrum Disorder from Gene Expression Data Advanced Data Mining and Applications, (395-409)
- Wojciechowski S and Woźniak M Employing Decision Templates to Imbalanced Data Classification Hybrid Artificial Intelligent Systems, (120-131)
- Ousmer M, Sluÿters A, Magrofuoco N, Roselli P and Vanderdonckt J (2020). Recognizing 3D Trajectories as 2D Multi-stroke Gestures, Proceedings of the ACM on Human-Computer Interaction, 4:ISS, (1-21), Online publication date: 4-Nov-2020.
- Pourbahrami S, Balafar M, Khanli L and Kakarash Z (2020). A survey of neighborhood construction algorithms for clustering and classifying data points, Computer Science Review, 38:C, Online publication date: 1-Nov-2020.
- Soh D, Ng E, Jahmunah V, Oh S, Tan R and Acharya U (2020). Automated diagnostic tool for hypertension using convolutional neural network, Computers in Biology and Medicine, 126:C, Online publication date: 1-Nov-2020.
- Hamidzadeh J and Moradi M (2020). Incremental one-class classifier based on convex–concave hull, Pattern Analysis & Applications, 23:4, (1523-1549), Online publication date: 1-Nov-2020.
- Liu T, Zhu X, Pedrycz W and Li Z (2020). A design of information granule-based under-sampling method in imbalanced data classification, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 24:22, (17333-17347), Online publication date: 1-Nov-2020.
- Araújo E, Cavalcanti G and Ren T (2020). Perturbation-based classifier, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 24:21, (16565-16576), Online publication date: 1-Nov-2020.
- Chen D, Yu N, Zhang Y and Fritz M GAN-Leaks: A Taxonomy of Membership Inference Attacks against Generative Models Proceedings of the 2020 ACM SIGSAC Conference on Computer and Communications Security, (343-362)
- Gholami S, Garate V, De Momi E and Ajoudani A A Probabilistic Shared-Control Framework for Mobile Robots 2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), (11473-11480)
- Liu C, Pei Y, Zeng Q, Duan H and Zhang F : A Novel Approach to Support Business Process Event Log Sampling Web Information Systems Engineering – WISE 2020, (417-430)
- Dias A, Batista C, Santana D and Neto N Towards a Free, Forced Phonetic Aligner for Brazilian Portuguese Using Kaldi Tools Intelligent Systems, (621-635)
- Wu X, Jiang B, Zhong Y and Chen H Tolerant Markov Boundary Discovery for Feature Selection Proceedings of the 29th ACM International Conference on Information & Knowledge Management, (2261-2264)
- Yuan A, Gao X, You M and He D Joint Self-expression with Adaptive Graph for Unsupervised Feature Selection Pattern Recognition and Computer Vision, (185-196)
- Hasegawa-Johnson M, Rolston L, Goudeseune C, Levow G and Kirchhoff K Grapheme-to-Phoneme Transduction for Cross-Language ASR Statistical Language and Speech Processing, (3-19)
- Chang K, Liu T, Liu K and Chao D Locating Waterfowl Farms from Satellite Images with Parallel Residual U-Net Architecture 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), (114-119)
- Zhuang L, Liu L, Dong S, Fan Y and Zhang J Research on High Reliable Wireless Channel Data Cleaning Method Machine Learning for Cyber Security, (180-189)
- Zhao W, Li X, Rong G, Lin M, Lin C and Yang Y DAFEE: A Scalable Distributed Automatic Feature Engineering Algorithm for Relational Datasets Algorithms and Architectures for Parallel Processing, (32-46)
- Panda R, Malheiro R and Paiva R (2020). Novel Audio Features for Music Emotion Recognition, IEEE Transactions on Affective Computing, 11:4, (614-626), Online publication date: 1-Oct-2020.
- Aljalal M, Ibrahim S, Djemal R and Ko W (2020). Comprehensive review on brain-controlled mobile robots and robotic arms based on electroencephalography signals, Intelligent Service Robotics, 13:4, (539-563), Online publication date: 1-Oct-2020.
- Saigal P, Rastogi R and Chandra S (2020). Semi-supervised Weighted Ternary Decision Structure for Multi-category Classification, Neural Processing Letters, 52:2, (1555-1582), Online publication date: 1-Oct-2020.
- Xiao X and Wei L (2020). Robust Subspace Clustering via Latent Smooth Representation Clustering, Neural Processing Letters, 52:2, (1317-1337), Online publication date: 1-Oct-2020.
- Chen L and Fu G (2020). Structure-preserving image smoothing with semantic cues, The Visual Computer: International Journal of Computer Graphics, 36:10-12, (2017-2027), Online publication date: 1-Oct-2020.
- Lu C and Mei Y (2019). An Optimal Weight Semi-Supervised Learning Machine for Neural Networks with Time Delay, Journal of Classification, 37:3, (656-670), Online publication date: 1-Oct-2020.
- Mikhailova L and Khamdullin S Simultaneous Detection and Discrimination of Subsequences Which Are Nonlinearly Extended Elements of the Given Sequences Alphabet in a Quasiperiodic Sequence Optimization and Applications, (209-223)
- Thrun M and Ultsch A Swarm-Based Cluster Analysis for Knowledge Discovery KI 2020: Advances in Artificial Intelligence, (240-244)
- Jaffali H and Oeding L (2020). Learning algebraic models of quantum entanglement, Quantum Information Processing, 19:9, Online publication date: 12-Sep-2020.
- Sarkar S and Ghosh A (2020). On Perfect Clustering of High Dimension, Low Sample Size Data, IEEE Transactions on Pattern Analysis and Machine Intelligence, 42:9, (2257-2272), Online publication date: 1-Sep-2020.
- Mantovan L and Nanni L (2020). The Computerization of Archaeology: Survey on Artificial Intelligence Techniques, SN Computer Science, 1:5, Online publication date: 1-Sep-2020.
- Zhou Y, Han Y, Liu A, Li Z, Yin H, Chen W and Zhao L (2020). Extracting representative user subset of social networks towards user characteristics and topological features, World Wide Web, 23:5, (2903-2931), Online publication date: 1-Sep-2020.
- Marques H, Campello R, Sander J and Zimek A (2020). Internal Evaluation of Unsupervised Outlier Detection, ACM Transactions on Knowledge Discovery from Data, 14:4, (1-42), Online publication date: 31-Aug-2020.
- Fini E, Lathuilière S, Sangineto E, Nabi M and Ricci E Online Continual Learning Under Extreme Memory Constraints Computer Vision – ECCV 2020, (720-735)
- Renggli C, Rimanic L, Kolar L, Wu W and Zhang C (2020). Ease.ml/snoopy in action, Proceedings of the VLDB Endowment, 13:12, (2837-2840), Online publication date: 1-Aug-2020.
- Tahir M, Taj I, Assuncao P and Asif M (2019). Fast video encoding based on random forests, Journal of Real-Time Image Processing, 17:4, (1029-1049), Online publication date: 1-Aug-2020.
- Gatto B, dos Santos E, Fukui K, Júnior W and dos Santos K (2020). Fukunaga–Koontz Convolutional Network with Applications on Character Classification, Neural Processing Letters, 52:1, (443-465), Online publication date: 1-Aug-2020.
- Chahal P, Pandey S and Goel S (2020). A survey on brain tumor detection techniques for MR images, Multimedia Tools and Applications, 79:29-30, (21771-21814), Online publication date: 1-Aug-2020.
- Acharya U, Meiburger K, Koh J, Hagiwara Y, Oh S, Leong S, Ciaccio E, Wong J, Shah M, Molinari F and Ng K (2020). RETRACTED ARTICLE: Automated detection of chronic kidney disease using higher-order features and elongated quinary patterns from B-mode ultrasound images, Neural Computing and Applications, 32:15, (11163-11172), Online publication date: 1-Aug-2020.
- Yuan Q, Li J, Zhang L, Wu Z and Liu G (2019). Blind motion deblurring with cycle generative adversarial networks, The Visual Computer: International Journal of Computer Graphics, 36:8, (1591-1601), Online publication date: 1-Aug-2020.
- Ibrahim O, Keller J, Bezdek J and Popescu M Experiments with Maximin Sampling 2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), (1-7)
- Tan Z and Wang H A Kriging-Assisted Evolutionary Algorithm Using Feature Selection for Expensive Sparse Multi-Objective optimization 2020 IEEE Congress on Evolutionary Computation (CEC), (1-8)
- Chen K, Xue B, Zhang M and Zhou F Hybridising Particle Swarm optimisation with Differential Evolution for Feature Selection in Classification 2020 IEEE Congress on Evolutionary Computation (CEC), (1-8)
- Bargagli-Stoffi F, Cevolani G and Gnecco G Should Simplicity Be Always Preferred to Complexity in Supervised Machine Learning? Machine Learning, Optimization, and Data Science, (55-59)
- Xiang Y and Simon N A flexible framework for nonparametric graphical modeling that accommodates machine learning Proceedings of the 37th International Conference on Machine Learning, (10442-10451)
- Dalmasso N, Izbicki R and Lee A Confidence sets and hypothesis testing in a likelihood-free inference setting Proceedings of the 37th International Conference on Machine Learning, (2323-2334)
- Kontopoulos I, Chatzikokolakis K, Tserpes K and Zissis D Classification of vessel activity in streaming data Proceedings of the 14th ACM International Conference on Distributed and Event-based Systems, (153-164)
- Bhattacharya A, Zhan C, Gupta H, Das S and Djuric P Selection of Sensors for Efficient Transmitter Localization IEEE INFOCOM 2020 - IEEE Conference on Computer Communications, (2410-2419)
- Yeganejou M, Dick S and Miller J (2020). Interpretable Deep Convolutional Fuzzy Classifier, IEEE Transactions on Fuzzy Systems, 28:7, (1407-1419), Online publication date: 1-Jul-2020.
- Becerra A, Rosa J, González E, Pedroza A, Escalante N and Santos E (2020). A comparative case study of neural network training by using frame-level cost functions for automatic speech recognition purposes in Spanish, Multimedia Tools and Applications, 79:27-28, (19669-19715), Online publication date: 1-Jul-2020.
- Venerandi A and Fusco G Describing the Residential Valorisation of Urban Space at the Street Level. The French Riviera as Example Computational Science and Its Applications – ICCSA 2020, (505-520)
- Korb M and Ferrari R Automatic Positioning of Hippocampus Deformable Mesh Models in Brain MR Images Using a Weighted 3D-SIFT Technique Computational Science and Its Applications – ICCSA 2020, (75-90)
- Freire P, Idagawa M, de Oliveira E, Abdala N, Carrete H and Ferrari R Classification of Active Multiple Sclerosis Lesions in MRI Without the Aid of Gadolinium-Based Contrast Using Textural and Enhanced Features from FLAIR Images Computational Science and Its Applications – ICCSA 2020, (60-74)
- Bian J, Xiong H, Fu Y, Huan J and Guo Z (2020). MP2SDA, ACM Transactions on Knowledge Discovery from Data, 14:3, (1-22), Online publication date: 30-Jun-2020.
- Trajdos P and Kurzynski M A Correction Method of a Base Classifier Applied to Imbalanced Data Classification Computational Science – ICCS 2020, (88-102)
- Chakraborty S, Thomas N and Nandy A Gait Abnormality Detection in People with Cerebral Palsy Using an Uncertainty-Based State-Space Model Computational Science – ICCS 2020, (536-549)
- Żak M and Woźniak M Performance Analysis of Binarization Strategies for Multi-class Imbalanced Data Classification Computational Science – ICCS 2020, (141-155)
- Deng H, Chen W, Shen Q, Ma A, Yuen P and Feng G (2020). Invariant subspace learning for time series data based on dynamic time warping distance, Pattern Recognition, 102:C, Online publication date: 1-Jun-2020.
- Aissiou M (2020). A genetic model for acoustic and phonetic decoding of standard arabic vowels in continuous speech, International Journal of Speech Technology, 23:2, (425-434), Online publication date: 1-Jun-2020.
- Song C, Xu Z, Zhang Y and Wang X (2020). Dynamic hesitant fuzzy Bayesian network and its application in the optimal investment port decision making problem of “twenty-first century maritime silk road”, Applied Intelligence, 50:6, (1846-1858), Online publication date: 1-Jun-2020.
- Hadjicharalambous M, Polycarpou M and Panayiotou C (2019). Neural network-based construction of online prediction intervals, Neural Computing and Applications, 32:11, (6715-6733), Online publication date: 1-Jun-2020.
- Wang Z, Chen Z, Zhu Y, Zhang J, Du W and Li D (2019). Multi-matrices entropy discriminant ensemble learning for imbalanced problem, Neural Computing and Applications, 32:12, (8245-8264), Online publication date: 1-Jun-2020.
- Ma Y, Xie Q, Liu Y and Xiong S (2019). A weighted KNN-based automatic image annotation method, Neural Computing and Applications, 32:11, (6559-6570), Online publication date: 1-Jun-2020.
- Mano L, Faiçal B, Gonçalves V, Pessin G, Gomes P, de Carvalho A and Ueyama J (2019). An intelligent and generic approach for detecting human emotions: a case study with facial expressions, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 24:11, (8467-8479), Online publication date: 1-Jun-2020.
- Bhattacharjee R and Manwani N Online Algorithms for Multiclass Classification Using Partial Labels Advances in Knowledge Discovery and Data Mining, (249-260)
- Mai X, Yuan Z, Tong Q, Yuan T, Zhao J, Liao X and Wang Q (2020). Periodic-corrected data-driven coupling of blood flow and the vessel wall for virtual surgery, Simulation, 96:5, (449-458), Online publication date: 1-May-2020.
- Boukari F and Makrogiannis S (2020). Automated Cell Tracking Using Motion Prediction-Based Matching and Event Handling, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 17:3, (959-971), Online publication date: 1-May-2020.
- Rovetta S, Suchacka G and Masulli F (2020). Bot recognition in a Web store, Journal of Network and Computer Applications, 157:C, Online publication date: 1-May-2020.
- Hosseini R and Sra S (2019). An alternative to EM for Gaussian mixture models: batch and stochastic Riemannian optimization, Mathematical Programming: Series A and B, 181:1, (187-223), Online publication date: 1-May-2020.
- Sahoo T, Banka H and Negi A (2018). Novel approaches to one-directional two-dimensional principal component analysis in hybrid pattern framework, Neural Computing and Applications, 32:9, (4897-4918), Online publication date: 1-May-2020.
- Xu X, Zhang D, Bai Y, Chang L and Li J (2020). Evidence reasoning rule-based classifier with uncertainty quantification, Information Sciences: an International Journal, 516:C, (192-204), Online publication date: 1-Apr-2020.
- Sarmento R, Vasconcelos F, Filho P and de Albuquerque V (2020). An IoT platform for the analysis of brain CT images based on Parzen analysis, Future Generation Computer Systems, 105:C, (135-147), Online publication date: 1-Apr-2020.
- Gu X, Guo J, Xiao L, Ming T and Li C (2019). A Feature Selection Algorithm Based on Equal Interval Division and Minimal-Redundancy–Maximal-Relevance, Neural Processing Letters, 51:2, (1237-1263), Online publication date: 1-Apr-2020.
- Chernyi S and Dorovskoy V (2020). Information Technology Elements for Optical Systems of Identification of Autonomous Underwater Vehicles, Automatic Documentation and Mathematical Linguistics, 54:2, (73-78), Online publication date: 1-Mar-2020.
- Lu L, Liu L, Hussain M and Liu Y (2020). I Sense You by Breath: Speaker Recognition via Breath Biometrics, IEEE Transactions on Dependable and Secure Computing, 17:2, (306-319), Online publication date: 1-Mar-2020.
- Wang Z, Zhu Z and Li D (2020). Collaborative and geometric multi-kernel learning for multi-class classification, Pattern Recognition, 99:C, Online publication date: 1-Mar-2020.
- Zhang Z, Zhu Q, Xie G, Chen Y, Li Z and Wang S (2020). Discriminative margin-sensitive autoencoder for collective multi-view disease analysis, Neural Networks, 123:C, (94-107), Online publication date: 1-Mar-2020.
- Ghosh S, Ponnalagu R, Tripathy R and Acharya U (2020). Automated detection of heart valve diseases using chirplet transform and multiclass composite classifier with PCG signals, Computers in Biology and Medicine, 118:C, Online publication date: 1-Mar-2020.
- Soh D, Ng E, Jahmunah V, Oh S, San T and Acharya U (2020). A computational intelligence tool for the detection of hypertension using empirical mode decomposition, Computers in Biology and Medicine, 118:C, Online publication date: 1-Mar-2020.
- Al-Baddai S, Marti-Puig P, Gallego-Jutglà E, Al-Subari K, Tomé A, Ludwig B, Lang E and Solé-Casals J (2019). A recognition–verification system for noisy faces based on an empirical mode decomposition with Green’s functions, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 24:5, (3809-3827), Online publication date: 1-Mar-2020.
- Bansod S and Nandedkar A (2019). Crowd anomaly detection and localization using histogram of magnitude and momentum, The Visual Computer: International Journal of Computer Graphics, 36:3, (609-620), Online publication date: 1-Mar-2020.
- Zhu Z, Wang Z, Li D and Du W (2020). NearCount, Knowledge-Based Systems, 190:C, Online publication date: 29-Feb-2020.
- Virgilio G. C, Sossa A. J, Antelis J and Falcón L (2020). Spiking Neural Networks applied to the classification of motor tasks in EEG signals, Neural Networks, 122:C, (130-143), Online publication date: 1-Feb-2020.
- Romeo L, Loncarski J, Paolanti M, Bocchini G, Mancini A and Frontoni E (2020). Machine learning-based design support system for the prediction of heterogeneous machine parameters in industry 4.0, Expert Systems with Applications: An International Journal, 140:C, Online publication date: 1-Feb-2020.
- Peng S, Ser W, Chen B, Sun L and Lin Z (2020). Robust nonnegative matrix factorization with local coordinate constraint for image clustering, Engineering Applications of Artificial Intelligence, 88:C, Online publication date: 1-Feb-2020.
- Mémoli F and Okutan O (2020). Reeb posets and tree approximations, Discrete Mathematics, 343:2, Online publication date: 1-Feb-2020.
- Guo S, Chen S and Tian Q (2022). Ordinal factorization machine with hierarchical sparsity, Frontiers of Computer Science: Selected Publications from Chinese Universities, 14:1, (67-83), Online publication date: 1-Feb-2020.
- Wei L, Zhou R, Zhu C, Zhang X and Yin J (2019). Adaptive graph-regularized fixed rank representation for subspace segmentation, Pattern Analysis & Applications, 23:1, (443-453), Online publication date: 1-Feb-2020.
- Chen S, Wu X and Xu J (2018). Locality preserving projection least squares twin support vector machine for pattern classification, Pattern Analysis & Applications, 23:1, (1-13), Online publication date: 1-Feb-2020.
- Ashlin Deepa R and Rajeswara Rao R (2019). A novel nearest interest point classifier for offline Tamil handwritten character recognition, Pattern Analysis & Applications, 23:1, (199-212), Online publication date: 1-Feb-2020.
- Sarkar B (2019). Hybrid model for prediction of heart disease, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 24:3, (1903-1925), Online publication date: 1-Feb-2020.
- Yu Y, Luo S, Liu S, Qiao H, Liu Y and Feng L (2020). Deep attention based music genre classification, Neurocomputing, 372:C, (84-91), Online publication date: 8-Jan-2020.
- Yue X, Xiao X, Chen Y and Qian J (2020). Robust Neighborhood Covering Reduction with Determinantal Point Process sampling, Knowledge-Based Systems, 188:C, Online publication date: 5-Jan-2020.
- Li Y, Huang Z and Sun J An Efficient Encoding Method for Video Compositing in HEVC MultiMedia Modeling, (65-76)
- Das H, Naik B, Behera H and Ozkan I (2020). A Hybrid Neuro-Fuzzy and Feature Reduction Model for Classification, Advances in Fuzzy Systems, 2020, Online publication date: 1-Jan-2020.
- Eghdam R, Ebrahimpour R, Zabbah I, Zabbah S and Gastaldo P (2020). Inherent Importance of Early Visual Features in Attraction of Human Attention, Computational Intelligence and Neuroscience, 2020, Online publication date: 1-Jan-2020.
- Wang Z, Gao S, Wang J, Yang H, Todo Y and Rodriguez-Tello E (2020). A Dendritic Neuron Model with Adaptive Synapses Trained by Differential Evolution Algorithm, Computational Intelligence and Neuroscience, 2020, Online publication date: 1-Jan-2020.
- Kinnunen T, Delgado H, Evans N, Lee K, Vestman V, Nautsch A, Todisco M, Wang X, Sahidullah M, Yamagishi J and Reynolds D (2020). Tandem Assessment of Spoofing Countermeasures and Automatic Speaker Verification: Fundamentals, IEEE/ACM Transactions on Audio, Speech and Language Processing, 28, (2195-2210), Online publication date: 1-Jan-2020.
- Abdelsalam A, Elsheikh A, Chidambaram S, David J and Langlois J (2019). POLYBiNN: Binary Inference Engine for Neural Networks using Decision Trees, Journal of Signal Processing Systems, 92:1, (95-107), Online publication date: 1-Jan-2020.
- Aryal S, Ting K, Washio T and Haffari G (2019). A comparative study of data-dependent approaches without learning in measuring similarities of data objects, Data Mining and Knowledge Discovery, 34:1, (124-162), Online publication date: 1-Jan-2020.
- Sahoo S and Dandapat S Analysis of Speech Source Signals for Detection of Out-of-breath Condition Pattern Recognition and Machine Intelligence, (418-426)
- Rathi S, Kaur B and Agrawal R Enhanced Depression Detection from Facial Cues Using Univariate Feature Selection Techniques Pattern Recognition and Machine Intelligence, (22-29)
- Vega-Gualán E, Vargas A, Becerra M, Umaquinga A, Riascos J and Peluffo D Exploring the Characterization and Classification of EEG Signals for a Computer-Aided Epilepsy Diagnosis System Brain Informatics, (189-198)
- Khuat T and Gabrys B Accelerated Training Algorithms of General Fuzzy Min-Max Neural Network Using GPU for Very High Dimensional Data Neural Information Processing, (583-595)
- Mathieu E, Lan C, Maddison C, Tomioka R and Teh Y Continuous hierarchical representations with poincaré variational auto-encoders Proceedings of the 33rd International Conference on Neural Information Processing Systems, (12565-12576)
- Jha S, Raj S, Fernandes S, Jha S, Jha S, Jalaian B, Verma G and Swami A Attribution-based confidence metric for deep neural networks Proceedings of the 33rd International Conference on Neural Information Processing Systems, (11837-11848)
- Kim S and Gil J (2019). Research paper classification systems based on TF-IDF and LDA schemes, Human-centric Computing and Information Sciences, 9:1, (1-21), Online publication date: 1-Dec-2019.
- Zhang T and Wu J (2019). Discriminative frequency filter banks learning with neural networks, EURASIP Journal on Audio, Speech, and Music Processing, 2019:1, (1-16), Online publication date: 1-Dec-2019.
- Kato A and Kinnunen T (2019). Statistical Regression Models for Noise Robust F0 Estimation Using Recurrent Deep Neural Networks, IEEE/ACM Transactions on Audio, Speech and Language Processing, 27:12, (2336-2349), Online publication date: 1-Dec-2019.
- Liu G, Li L, Jiao L, Dong Y and Li X (2019). Stacked Fisher autoencoder for SAR change detection, Pattern Recognition, 96:C, Online publication date: 1-Dec-2019.
- Alzanin S and Azmi A (2019). Rumor detection in Arabic tweets using semi-supervised and unsupervised expectation–maximization, Knowledge-Based Systems, 185:C, Online publication date: 1-Dec-2019.
- Chamakura L and Saha G (2019). An instance voting approach to feature selection, Information Sciences: an International Journal, 504:C, (449-469), Online publication date: 1-Dec-2019.
- Wei L, Zhou R, Wang X, Zhu C, Yin J and Zhang X (2019). Subspace segmentation via self-regularized latent K-means, Expert Systems with Applications: An International Journal, 136:C, (316-326), Online publication date: 1-Dec-2019.
- Azarmi F, Miri Ashtiani S, Shalbaf A, Behnam H and Daliri M (2019). Granger causality analysis in combination with directed network measures for classification of MS patients and healthy controls using task-related fMRI, Computers in Biology and Medicine, 115:C, Online publication date: 1-Dec-2019.
- Sharma M, Singh S, Kumar A, San Tan R and Acharya U (2019). Automated detection of shockable and non-shockable arrhythmia using novel wavelet-based ECG features, Computers in Biology and Medicine, 115:C, Online publication date: 1-Dec-2019.
- Aruna Kumar S, Harish B, Mahanand B and Sundararajan N (2019). An efficient Meta-cognitive Fuzzy C-Means clustering approach, Applied Soft Computing, 85:C, Online publication date: 1-Dec-2019.
- Rico-Juan J, Valero-Mas J and Calvo-Zaragoza J (2019). Extensions to rank-based prototype selection in k-Nearest Neighbour classification, Applied Soft Computing, 85:C, Online publication date: 1-Dec-2019.
- Bajer D (2019). Adaptive k-tournament mutation scheme for differential evolution, Applied Soft Computing, 85:C, Online publication date: 1-Dec-2019.
- Schütz N, Leichtle A and Riesen K (2019). A comparative study of pattern recognition algorithms for predicting the inpatient mortality risk using routine laboratory measurements, Artificial Intelligence Review, 52:4, (2559-2573), Online publication date: 1-Dec-2019.
- Manastarla A and Silva L A Self-generating Prototype Method Based on Information Entropy Used for Condensing Data in Classification Tasks Intelligent Data Engineering and Automated Learning – IDEAL 2019, (195-207)
- Wang Z, Wang B, Cheng Y, Li D and Zhang J (2019). Cost-sensitive Fuzzy Multiple Kernel Learning for imbalanced problem, Neurocomputing, 366:C, (178-193), Online publication date: 13-Nov-2019.
- Kwon Y, Kim J and Toh K Wi-Fi Based Handwritten Signature Verification Using a Triplet Network Proceedings of the 2019 3rd International Conference on Advances in Image Processing, (190-195)
- Dongarra J, Tourancheau B, Deelman E, Mandal A, Jiang M and Sakellariou R (2020). The role of machine learning in scientific workflows, International Journal of High Performance Computing Applications, 33:6, (1128-1139), Online publication date: 1-Nov-2019.
- Rezvani S, Wang X and Pourpanah F (2019). Intuitionistic Fuzzy Twin Support Vector Machines, IEEE Transactions on Fuzzy Systems, 27:11, (2140-2151), Online publication date: 1-Nov-2019.
- Gopalakrishna A, Ozcelebi T, Lukkien J and Liotta A (2019). Runtime evaluation of cognitive systems for non-deterministic multiple output classification problems, Future Generation Computer Systems, 100:C, (1005-1016), Online publication date: 1-Nov-2019.
- Matsushita G, Sugi A, Costa Y, Gomez-A A, Da Cunha C and Oliveira L (2019). Phasic dopamine release identification using convolutional neural network, Computers in Biology and Medicine, 114:C, Online publication date: 1-Nov-2019.
- Olcay B and Karaçalı B (2019). Evaluation of synchronization measures for capturing the lagged synchronization between EEG channels, Computers in Biology and Medicine, 114:C, Online publication date: 1-Nov-2019.
- George M, Chen Z and Zwiggelaar R (2019). Multiscale connected chain topological modelling for microcalcification classification, Computers in Biology and Medicine, 114:C, Online publication date: 1-Nov-2019.
- Zhu W, Yan Y and Peng Y (2019). Topological structure regularized nonnegative matrix factorization for image clustering, Neural Computing and Applications, 31:11, (7381-7399), Online publication date: 1-Nov-2019.
- Martins A, Neves L, Faria P, Tosta T, Bruno D, Longo L and do Nascimento M Colour Feature Extraction and Polynomial Algorithm for Classification of Lymphoma Images Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, (262-271)
- Segler C, Kugele S and Knoll A Context Discovery for Personalised Automotive Functions 2019 IEEE Intelligent Transportation Systems Conference (ITSC), (2470-2476)
- Deng X and Jiang W (2019). A total uncertainty measure for D numbers based on belief intervals, International Journal of Intelligent Systems, 34:12, (3302-3316), Online publication date: 18-Oct-2019.
- Liang D and Cao W (2019). q‐Rung orthopair fuzzy sets‐based decision‐theoretic rough sets for three‐way decisions under group decision making, International Journal of Intelligent Systems, 34:12, (3139-3167), Online publication date: 18-Oct-2019.
- Guerrero-Higueras Á, Sánchez-González L, Fernández-Llamas C, Conde M, Lera F, Sedano F, Costales G and Matellán V Prediction of academic success through interaction with version control systems Proceedings of the Seventh International Conference on Technological Ecosystems for Enhancing Multiculturality, (284-289)
- Oh B, Guo X and Lin Z (2019). A UAV classification system based on FMCW radar micro-Doppler signature analysis, Expert Systems with Applications: An International Journal, 132:C, (239-255), Online publication date: 15-Oct-2019.
- Paula Felix J, Henrique Teles Vieira F, Augusto Pereira Franco R, Martins da Costa R and Lopes Salvini R Diagnosing Huntington’s Disease Through Gait Dynamics Advances in Visual Computing, (504-515)
- Rezeika A, Gembler F, Benda M and Volosyak I An Offline Study for a Single-Trial ERP Card-Guessing Game 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), (228-234)
- Antonelo E and State R On importance weighting for electric fraud detection with dataset shifts* 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), (3235-3242)
- Gupta D, Sarma H, Mishra K and Prasad M Regularized Universum twin support vector machine for classification of EEG Signal 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), (2298-2304)
- Flores F, Ugalde F, Díaz J, Navarro J, Gastelum-strozzi A, Angeles M and Miyatake M (2019). Computer Algorithm for Archaeological Projectile Points Automatic Classification, Journal on Computing and Cultural Heritage , 12:3, (1-30), Online publication date: 4-Oct-2019.
- Liu K and Liu T (2019). A Structure-Based Human Facial Age Estimation Framework Under a Constrained Condition, IEEE Transactions on Image Processing, 28:10, (5187-5200), Online publication date: 1-Oct-2019.
- Shakeri R, Al-Garadi M, Badawy A, Mohamed A, Khattab T, Al-Ali A, Harras K and Guizani M (2019). Design Challenges of Multi-UAV Systems in Cyber-Physical Applications: A Comprehensive Survey and Future Directions, IEEE Communications Surveys & Tutorials, 21:4, (3340-3385), Online publication date: 1-Oct-2019.
- Zhou L, Li W, Du Y, Lei B and Liang S (2022). Adaptive illumination-invariant face recognition via local nonlinear multi-layer contrast feature, Journal of Visual Communication and Image Representation, 64:C, Online publication date: 1-Oct-2019.
- Zhang R, Nie F, Li X and Wei X (2019). Feature selection with multi-view data, Information Fusion, 50:C, (158-167), Online publication date: 1-Oct-2019.
- Kumar Sanodiya R and Mathew J (2019). A novel unsupervised Globality-Locality Preserving Projections in transfer learning, Image and Vision Computing, 90:C, Online publication date: 1-Oct-2019.
- Wang Q and Lu M (2019). Discriminative Graph Based Similarity Boosting, Neural Processing Letters, 50:2, (1303-1319), Online publication date: 1-Oct-2019.
- Tyagi K and Manry M (2019). Multi-step Training of a Generalized Linear Classifier, Neural Processing Letters, 50:2, (1341-1360), Online publication date: 1-Oct-2019.
- Aurelio Y, de Almeida G, de Castro C and Braga A (2019). Learning from Imbalanced Data Sets with Weighted Cross-Entropy Function, Neural Processing Letters, 50:2, (1937-1949), Online publication date: 1-Oct-2019.
- Adams S and Beling P (2019). A survey of feature selection methods for Gaussian mixture models and hidden Markov models, Artificial Intelligence Review, 52:3, (1739-1779), Online publication date: 1-Oct-2019.
- Lyubushin A (2022). Field of coherence of GPS-measured earth tremors, GPS Solutions, 23:4, (1-13), Online publication date: 1-Oct-2019.
- Shi Y, Miao J and Niu L (2019). Feature selection with MCP$$^2$$ regularization, Neural Computing and Applications, 31:10, (6699-6709), Online publication date: 1-Oct-2019.
- Aydogan E, Ozmen M and Delice Y (2019). CBR-PSO: cost-based rough particle swarm optimization approach for high-dimensional imbalanced problems, Neural Computing and Applications, 31:10, (6345-6363), Online publication date: 1-Oct-2019.
- Hsu C, Wang K, Chung H and Chang S (2019). Equation of SVM-rebalancing: the point-normal form of a plane for class imbalance problem, Neural Computing and Applications, 31:10, (6013-6025), Online publication date: 1-Oct-2019.
- Bae H, Park M, Kil R and Youn H (2019). Classifying heart conditions based on class probability output networks, Neurocomputing, 360:C, (198-208), Online publication date: 30-Sep-2019.
- Kawamoto Y and Murakami T Local Obfuscation Mechanisms for Hiding Probability Distributions Computer Security – ESORICS 2019, (128-148)
- Polhul T and Yarovyi A Method of Fraudster Fingerprint Formation During Mobile Application Installations 2019 10th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS), (1099-1103)
- Polato M, Faggioli G, Lauriola I and Aiolli F Playing the Large Margin Preference Game Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning, (792-804)
- Doquet G and Sebag M Agnostic Feature Selection Machine Learning and Knowledge Discovery in Databases, (343-358)
- Lohrmann C and Luukka P Using Clustering for Supervised Feature Selection to Detect Relevant Features Machine Learning, Optimization, and Data Science, (272-283)
- Orozco-Alzate M, Baldo S and Bicego M Relation, Transition and Comparison Between the Adaptive Nearest Neighbor Rule and the Hypersphere Classifier Image Analysis and Processing – ICIAP 2019, (141-151)
- Hosseini S and Guo X Deep Convolutional Neural Network for Automated Detection of Mind Wandering using EEG Signals Proceedings of the 10th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics, (314-319)
- El-Amin A, Eldawlatly S, Attia A, Hammad O, Nasr O, Ghozlan O, Raouf R, Hamed A, Eldawlatly H and El-Moursy M Brain-in-Car: A Brain Activity-based Emotion Recognition Embedded System for Automotive 2019 IEEE International Conference of Vehicular Electronics and Safety (ICVES), (1-5)
- Bobrowski L Local Models of Interaction on Collinear Patterns Computational Collective Intelligence, (259-270)
- Yuan M, Feng D, Shi Y and Liu W (2019). Dimensionality reduction by collaborative preserving Fisher discriminant analysis, Neurocomputing, 356:C, (228-243), Online publication date: 3-Sep-2019.
- Werdiningsih I, Hendradi R, Purbandini , Nuqoba B and Ana E (2019). Identification of Risk Factors for Early Childhood Diseases Using Association Rules Algorithm with Feature Reduction, Cybernetics and Information Technologies, 19:3, (154-167), Online publication date: 1-Sep-2019.
- Duan F, Pan Y, Chapeau-Blondeau F and Abbott D (2019). Noise Benef
i ts in Combined Nonlinear Bayesian Estimators, IEEE Transactions on Signal Processing, 67:17, (4611-4623), Online publication date: 1-Sep-2019. - Zhang Z and Parhi K (2019). MUSE: Minimum Uncertainty and Sample Elimination Based Binary Feature Selection, IEEE Transactions on Knowledge and Data Engineering, 31:9, (1750-1764), Online publication date: 1-Sep-2019.
- Zhang Y, Wang Q, Gong D and Song X (2019). Nonnegative Laplacian embedding guided subspace learning for unsupervised feature selection, Pattern Recognition, 93:C, (337-352), Online publication date: 1-Sep-2019.
- Palma-Mendoza R, de-Marcos L, Rodriguez D and Alonso-Betanzos A (2022). Distributed correlation-based feature selection in spark, Information Sciences: an International Journal, 496:C, (287-299), Online publication date: 1-Sep-2019.
- De Falco I, De Pietro G, Della Cioppa A, Sannino G, Scafuri U and Tarantino E (2022). Evolution-based configuration optimization of a Deep Neural Network for the classification of Obstructive Sleep Apnea episodes, Future Generation Computer Systems, 98:C, (377-391), Online publication date: 1-Sep-2019.
- P. U, Govindan V and Madhu Kumar S (2022). Enhanced sparse representation classifier for text classification, Expert Systems with Applications: An International Journal, 129:C, (260-272), Online publication date: 1-Sep-2019.
- Du L and Hu H (2019). Weighted Patch-based Manifold Regularization Dictionary Pair Learning model for facial expression recognition using Iterative Optimization Classification Strategy, Computer Vision and Image Understanding, 186:C, (13-24), Online publication date: 1-Sep-2019.
- Elkhadir Z and Mohammed B (2019). A cyber network attack detection based on GM Median Nearest Neighbors LDA, Computers and Security, 86:C, (63-74), Online publication date: 1-Sep-2019.
- Rajendra Acharya U, Meiburger K, Wei Koh J, Vicnesh J, Ciaccio E, Shu Lih O, Tan S, Aman R, Molinari F and Ng K (2019). Automated plaque classification using computed tomography angiography and Gabor transformations, Artificial Intelligence in Medicine, 100:C, Online publication date: 1-Sep-2019.
- Mohammadi M, Ebrahimi Moghaddam M and Saadat S (2019). A multi-language writer identification method based on image mining and genetic algorithm techniques, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 23:17, (7655-7669), Online publication date: 1-Sep-2019.
- Djellali C, adda M and Moutacalli M A comparative study to deep learning for pattern recognition, by using online and batch learning; taking cybersecurity as a case Proceedings of the 2019 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, (907-912)
- Asghar M, Azhar F, Nauman M, Ali N, Maqbool M, Ilyas M and Baig M Cell State Prediction Through Distributed Estimation of Transmit Power Internet of Things, Smart Spaces, and Next Generation Networks and Systems, (365-376)
- Cheon J, Kim D and Park J Towards a Practical Cluster Analysis over Encrypted Data Selected Areas in Cryptography – SAC 2019, (227-249)
- Koshiyama A, Firoozye N and Treleaven P (2019). A derivatives trading recommendation system, International Journal of Intelligent Systems in Accounting and Finance Management, 26:2, (83-103), Online publication date: 12-Aug-2019.
- Tallón-Ballesteros A, Riquelme J and Ruiz R (2019). Semi-wrapper feature subset selector for feed-forward neural networks, Neurocomputing, 353:C, (28-44), Online publication date: 11-Aug-2019.
- Lin W, He Z and Xiao M Balanced clustering Proceedings of the 28th International Joint Conference on Artificial Intelligence, (2987-2993)
- He Y, Wu B, Wu D, Beyazit E, Chen S and Wu X Online learning from capricious data streams Proceedings of the 28th International Joint Conference on Artificial Intelligence, (2491-2497)
- Miller D, Wang Y and Kesidis G (2019). When not to classify, Neural Computation, 31:8, (1624-1670), Online publication date: 1-Aug-2019.
- Yi Y, Wang J, Zhou W, Fang Y, Kong J and Lu Y (2019). Joint graph optimization and projection learning for dimensionality reduction, Pattern Recognition, 92:C, (258-273), Online publication date: 1-Aug-2019.
- Yang B and Li Q (2019). Local binary pattern-based discriminant graph construction for dimensionality reduction with application to face recognition, Multimedia Tools and Applications, 78:16, (22445-22462), Online publication date: 1-Aug-2019.
- Haider N, Singh B, Periyasamy R and Behera A (2019). Respiratory Sound Based Classification of Chronic Obstructive Pulmonary Disease, Journal of Medical Systems, 43:8, (1-13), Online publication date: 1-Aug-2019.
- Sharma S, Gupta V and Juneja M (2019). A survey of image data indexing techniques, Artificial Intelligence Review, 52:2, (1189-1266), Online publication date: 1-Aug-2019.
- Naji S, Jalab H and Kareem S (2019). A survey on skin detection in colored images, Artificial Intelligence Review, 52:2, (1041-1087), Online publication date: 1-Aug-2019.
- Abbasi S, Nejatian S, Parvin H, Rezaie V and Bagherifard K (2019). Clustering ensemble selection considering quality and diversity, Artificial Intelligence Review, 52:2, (1311-1340), Online publication date: 1-Aug-2019.
- Chaieb R and Kalti K (2019). Feature subset selection for classification of malignant and benign breast masses in digital mammography, Pattern Analysis & Applications, 22:3, (803-829), Online publication date: 1-Aug-2019.
- Emary E and Zawbaa H (2019). Feature selection via Lèvy Antlion optimization, Pattern Analysis & Applications, 22:3, (857-876), Online publication date: 1-Aug-2019.
- Alawadi S, Fernández-Delgado M, Mera D and Barro S (2019). Polynomial Kernel Discriminant Analysis for 2D visualization of classification problems, Neural Computing and Applications, 31:8, (3515-3531), Online publication date: 1-Aug-2019.
- Toka O and Cetin M (2019). A binary boosting method in the presence of outliers in training data, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 23:16, (7081-7090), Online publication date: 1-Aug-2019.
- Zhao X, An G, Cen Y, Wang H and Zhao R (2019). Robust discriminant low-rank representation for subspace clustering, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 23:16, (7005-7013), Online publication date: 1-Aug-2019.
- Das R and Prasanna S (2019). Investigating Text-Independent Speaker Verification Systems Under Varied Data Conditions, Circuits, Systems, and Signal Processing, 38:8, (3778-3801), Online publication date: 1-Aug-2019.
- Singh S and Sharma A (2019). Online Handwritten Gurmukhi Words Recognition, ACM Transactions on Asian and Low-Resource Language Information Processing, 18:3, (1-55), Online publication date: 24-Jul-2019.
- Sulyok C, Harte C and Bodó Z On the impact of domain-specific knowledge in evolutionary music composition Proceedings of the Genetic and Evolutionary Computation Conference, (188-197)
- Fang Y, Zhang R, Wang Q and Huang K Action Recognition in Videos with Temporal Segments Fusions Advances in Brain Inspired Cognitive Systems, (244-253)
- Liu Q, Xiong J and Yang S Mixed-Norm Projection-Based Iterative Algorithm for Face Recognition Advances in Neural Networks – ISNN 2019, (331-340)
- Yassin N and Farouk M (2019). Application of Quantum-Clustering on Thermograms of WiFi Circuits in Different Operation Modes, Pattern Recognition and Image Analysis, 29:3, (565-571), Online publication date: 1-Jul-2019.
- Turchetti C and Falaschetti L (2019). A manifold learning approach to dimensionality reduction for modeling data, Information Sciences: an International Journal, 491:C, (16-29), Online publication date: 1-Jul-2019.
- Ferreira R, Zimbrão G and Alvim L (2019). AMANDA, Information Sciences: an International Journal, 488:C, (219-237), Online publication date: 1-Jul-2019.
- Susan S and Hanmandlu M (2019). Smaller feature subset selection for real-world datasets using a new mutual information with Gaussian gain, Multidimensional Systems and Signal Processing, 30:3, (1469-1488), Online publication date: 1-Jul-2019.
- Camiña J, Medina-Pérez M, Monroy R, Loyola-González O, Villanueva L and Gurrola L (2019). Bagging-RandomMiner, Machine Vision and Applications, 30:5, (959-974), Online publication date: 1-Jul-2019.
- Mateiu T, Gallego A and Calvo-Zaragoza J Domain Adaptation for Handwritten Symbol Recognition: A Case of Study in Old Music Manuscripts Pattern Recognition and Image Analysis, (135-146)
- Solorio-Fernández S, Martínez-Trinidad J and Carrasco-Ochoa J A Supervised Filter Feature Selection Method for Mixed Data Based on the Spectral Gap Score Pattern Recognition, (3-13)
- Duong T, Zhang H, Lynch T and Zanotto D Improving the Accuracy of Wearable Sensors for Human Locomotion Tracking Using Phase-Locked Regression Models 2019 IEEE 16th International Conference on Rehabilitation Robotics (ICORR), (145-150)
- Sussner P, Esmi E and Florindo J A New Algorithm for Designing Θ-Fuzzy Associative Memories Based on Subsethood Measures 2019 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), (1-6)
- Zollanvari A and Dougherty E (2019). Optimal Bayesian Classification With Vector Autoregressive Data Dependency, IEEE Transactions on Signal Processing, 67:12, (3073-3086), Online publication date: 15-Jun-2019.
- Peque G, Harada H and Iryo T Time-Dependent Link Travel Time Approximation for Large-Scale Dynamic Traffic Simulations Computational Science – ICCS 2019, (562-576)
- Liedlgruber M, Butz K, Höller Y, Kuchukhidze G, Taylor A, Thomschevski A, Tomasi O, Trinka E and Uhl A Can SPHARM-Based Features from Automated or Manually Segmented Hippocampi Distinguish Between MCI and TLE? Image Analysis, (465-476)
- Vocaturo E, Zumpano E and Veltri P On discovering relevant features for tongue colored image analysis Proceedings of the 23rd International Database Applications & Engineering Symposium, (1-8)
- Erdogan A, Ugranli B, Adali E, Sentas A, Mungan E, Kaplan E and Leitner A Real- World Maneuver Extraction for Autonomous Vehicle Validation: A Comparative Study 2019 IEEE Intelligent Vehicles Symposium (IV), (267-272)
- Wang Z, Ye X, Wang C and Yu P (2019). Feature Selection via Transferring Knowledge Across Different Classes, ACM Transactions on Knowledge Discovery from Data, 13:2, (1-29), Online publication date: 4-Jun-2019.
- Ren C, Li J, Ge P and Xu X (2022). Deep metric learning via subtype fuzzy clustering, Pattern Recognition, 90:C, (210-219), Online publication date: 1-Jun-2019.
- Fujita H and Cimr D (2019). Computer Aided detection for fibrillations and flutters using deep convolutional neural network, Information Sciences: an International Journal, 486:C, (231-239), Online publication date: 1-Jun-2019.
- Santra B and Mukherjee D (2019). A comprehensive survey on computer vision based approaches for automatic identification of products in retail store, Image and Vision Computing, 86:C, (45-63), Online publication date: 1-Jun-2019.
- Aeini F and Eftekhari Moghadam A (2019). A regularized point-to-manifold distance metric for multi-view multi-manifold learning, Engineering Applications of Artificial Intelligence, 82:C, (85-95), Online publication date: 1-Jun-2019.
- Vicnesh J, Wei J, Ciaccio E, Oh S, Bhagat G, Lewis S, Green P and Acharya U (2019). Automated diagnosis of celiac disease by video capsule endoscopy using DAISY Descriptors, Journal of Medical Systems, 43:6, (1-9), Online publication date: 1-Jun-2019.
- Sun T, Ding S, Li P and Chen W (2019). A comparative study of neural-network feature weighting, Artificial Intelligence Review, 52:1, (469-493), Online publication date: 1-Jun-2019.
- Afifi M and Hussain K (2019). The achievement of higher flexibility in multiple-choice-based tests using image classification techniques, International Journal on Document Analysis and Recognition, 22:2, (127-142), Online publication date: 1-Jun-2019.
- Songram P (2019). Detection of unreliable and reliable pages on Facebook, Artificial Life and Robotics, 24:2, (278-284), Online publication date: 1-Jun-2019.
- Fu W, Zhang M and Johnston M (2019). Bayesian genetic programming for edge detection, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 23:12, (4097-4112), Online publication date: 1-Jun-2019.
- Segler C, Kugele S, Obergfell P, Osman M, Shafaei S, Sax E and Knoll A Evaluation of feature selection for anomaly detection in automotive E/E architectures Proceedings of the 41st International Conference on Software Engineering: Companion Proceedings, (260-261)
- Sellami A and Hwang H (2019). A robust deep convolutional neural network with batch-weighted loss for heartbeat classification, Expert Systems with Applications: An International Journal, 122:C, (75-84), Online publication date: 15-May-2019.
- Kuskonmaz B, Ozkan H and Gurbuz O (2019). Machine learning based smart steering for wireless mesh networks, Ad Hoc Networks, 88:C, (98-111), Online publication date: 15-May-2019.
- Xiao H, Liu X and Song Y Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification The World Wide Web Conference, (3370-3376)
- Majumder M, Hasan M, Shanta A, Uddin M and Rose G Design for Eliminating Operation Specific Power Signatures from Digital Logic Proceedings of the 2019 Great Lakes Symposium on VLSI, (111-116)
- Dong J, Yom-Tov E and Yom-Tov G (2019). The Impact of Delay Announcements on Hospital Network Coordination and Waiting Times, Management Science, 65:5, (1969-1994), Online publication date: 1-May-2019.
- Vyškovský R, Schwarz D and Kašpárek T (2019). Brain morphometry methods for feature extraction in random subspace ensemble neural network classification of first-episode schizophrenia, Neural Computation, 31:5, (897-918), Online publication date: 1-May-2019.
- Kakisim A and Sogukpinar I (2019). Unsupervised binary feature construction method for networked data, Expert Systems with Applications: An International Journal, 121:C, (256-265), Online publication date: 1-May-2019.
- Viswabhargav C, Tripathy R and Acharya U (2019). Automated detection of sleep apnea using sparse residual entropy features with various dictionaries extracted from heart rate and EDR signals, Computers in Biology and Medicine, 108:C, (20-30), Online publication date: 1-May-2019.
- Tripathy R, Paternina M, Arrieta J, Zamora-Méndez A and Naik G (2019). Automated detection of congestive heart failure from electrocardiogram signal using Stockwell transform and hybrid classification scheme, Computer Methods and Programs in Biomedicine, 173:C, (53-65), Online publication date: 1-May-2019.
- Tang M, Marin D, Ben Ayed I and Boykov Y (2019). Kernel Cuts, International Journal of Computer Vision, 127:5, (477-511), Online publication date: 1-May-2019.
- Rahmanimanesh M, Nasiri J, Jalili S and Moghaddam Charkari N (2019). Adaptive three-phase support vector data description, Pattern Analysis & Applications, 22:2, (491-504), Online publication date: 1-May-2019.
- Fu C, Lu W, Pedrycz W and Yang J (2019). Fuzzy granular classification based on the principle of justifiable granularity, Knowledge-Based Systems, 170:C, (89-101), Online publication date: 15-Apr-2019.
- Bobrowski L and Topczewska M Separable Data Aggregation by Layers of Binary Classifiers Intelligent Information and Database Systems, (327-338)
- Sarkar R, Mukhopadhyay A, Kumar S, Chowdhury S, Chakraborty N, Mollah A and Basu S (2020). Multi-Lingual Scene Text Detection Using One-Class Classifier, International Journal of Computer Vision and Image Processing, 9:2, (48-65), Online publication date: 1-Apr-2019.
- Tasgaonkar M and Khambete M (2019). Red Profile Moments for Hemorrhage Classification in Diabetic Retinal Fundus Images, Pattern Recognition and Image Analysis, 29:2, (224-229), Online publication date: 1-Apr-2019.
- Peng J, Zhu X, Wang Y, An L and Shen D (2022). Structured sparsity regularized multiple kernel learning for Alzheimer’s disease diagnosis, Pattern Recognition, 88:C, (370-382), Online publication date: 1-Apr-2019.
- Yang M, Deng C and Nie F (2022). Adaptive-weighting discriminative regression for multi-view classification, Pattern Recognition, 88:C, (236-245), Online publication date: 1-Apr-2019.
- Wu S, Chen P and Hsieh J (2019). Spatiotemporal features of electrocardiogram for biometric recognition, Multidimensional Systems and Signal Processing, 30:2, (989-1007), Online publication date: 1-Apr-2019.
- Fan K, Wang P and Zhuang S (2019). Human fall detection using slow feature analysis, Multimedia Tools and Applications, 78:7, (9101-9128), Online publication date: 1-Apr-2019.
- Nikolić M, Marinković V, Kovács Z and Janiă?Ić P (2019). Portfolio theorem proving and prover runtime prediction for geometry, Annals of Mathematics and Artificial Intelligence, 85:2-4, (119-146), Online publication date: 1-Apr-2019.
- Kutlu Y, Yayık A, Yildirim E and Yildirim S (2019). LU triangularization extreme learning machine in EEG cognitive task classification, Neural Computing and Applications, 31:4, (1117-1126), Online publication date: 1-Apr-2019.
- Yamghani A and Zargari F (2019). Compressed Domain Video Abstraction Based on I-Frame of HEVC Coded Videos, Circuits, Systems, and Signal Processing, 38:4, (1695-1716), Online publication date: 1-Apr-2019.
- Jezewski M, Czabanski R, Leski J and Jezewski J (2019). Fuzzy classifier based on clustering with pairs of ε-hyperballs and its application to support fetal state assessment, Expert Systems with Applications: An International Journal, 118:C, (109-126), Online publication date: 15-Mar-2019.
- Gao Z, Wang L and Zhou L (2018). A Probabilistic Approach to Cross-Region Matching-Based Image Retrieval, IEEE Transactions on Image Processing, 28:3, (1191-1204), Online publication date: 1-Mar-2019.
- Maldonado S, López J and Vairetti C (2022). An alternative SMOTE oversampling strategy for high-dimensional datasets, Applied Soft Computing, 76:C, (380-389), Online publication date: 1-Mar-2019.
- Zhu Z, Wang Z, Li D and Du W (2022). Multiple Empirical Kernel Learning with Majority Projection for imbalanced problems, Applied Soft Computing, 76:C, (221-236), Online publication date: 1-Mar-2019.
- Fernandes G, Rodrigues J, Carvalho L, Al-Muhtadi J and Proença M (2019). A comprehensive survey on network anomaly detection, Telecommunications Systems, 70:3, (447-489), Online publication date: 1-Mar-2019.
- Allili M, Casemajor N and Talbi A (2019). Multiple image copy detection and evolution visualisation using tree graphs, Multimedia Tools and Applications, 78:5, (6253-6275), Online publication date: 1-Mar-2019.
- Liu H, Jing B, Han W, Long Z, Mo X and Li H (2019). A Comparative Texture Analysis Based on NECT and CECT Images to Differentiate Lung Adenocarcinoma from Squamous Cell Carcinoma, Journal of Medical Systems, 43:3, (1-8), Online publication date: 1-Mar-2019.
- Musselman M, Xie H and Djurdjanovic D (2019). Nonstationary signal analysis and support vector machine based classification for vibration based characterization and monitoring of slit valves in semiconductor manufacturing, Journal of Intelligent Manufacturing, 30:3, (1099-1110), Online publication date: 1-Mar-2019.
- Gao Y, Luo S, Pan J, Chen B and Gao P Minimizing the Misclassification Rate of the Nearest Neighbor Rule Using a Two-stage Method Proceedings of the 2019 11th International Conference on Machine Learning and Computing, (124-132)
- Affenzeller M, Burlacu B, Dorfer V, Dorl S, Halmerbauer G, Königswieser T, Kommenda M, Vetter J and Winkler S White Box vs. Black Box Modeling: On the Performance of Deep Learning, Random Forests, and Symbolic Regression in Solving Regression Problems Computer Aided Systems Theory – EUROCAST 2019, (288-295)
- Qiao B, Reiche O, Hannig F and Teich J From loop fusion to kernel fusion: a domain-specific approach to locality optimization Proceedings of the 2019 IEEE/ACM International Symposium on Code Generation and Optimization, (242-253)
- Liu W, Shen X, Du B, Tsang I, Zhang W and Lin X (2019). Hyperspectral Imagery Classification via Stochastic HHSVMs, IEEE Transactions on Image Processing, 28:2, (577-588), Online publication date: 1-Feb-2019.
- Wen J, Fang X, Cui J, Fei L, Yan K, Chen Y and Xu Y (2019). Robust Sparse Linear Discriminant Analysis, IEEE Transactions on Circuits and Systems for Video Technology, 29:2, (390-403), Online publication date: 1-Feb-2019.
- Zhou N, Xu Y, Cheng H, Yuan Z and Chen B (2019). Maximum Correntropy Criterion-Based Sparse Subspace Learning for Unsupervised Feature Selection, IEEE Transactions on Circuits and Systems for Video Technology, 29:2, (404-417), Online publication date: 1-Feb-2019.
- Ruspini E, Bezdek J and Keller J (2019). Fuzzy Clustering, IEEE Computational Intelligence Magazine, 14:1, (45-55), Online publication date: 1-Feb-2019.
- Zhang Q, Guo H, Liang Y and Yuan X (2019). Constellation Learning-Based Signal Detection for Ambient Backscatter Communication Systems, IEEE Journal on Selected Areas in Communications, 37:2, (452-463), Online publication date: 1-Feb-2019.
- Isaac E, Elias S, Rajagopalan S and Easwarakumar K (2019). Gait Verification System Through Multiperson Signature Matching for Unobtrusive Biometric Authentication, Journal of Signal Processing Systems, 91:2, (147-161), Online publication date: 1-Feb-2019.
- Suo M, Zhang Z, Chen Y, An R and Li S (2019). Knowledge acquisition and decision making based on Bayes risk minimization method, Applied Intelligence, 49:2, (804-818), Online publication date: 1-Feb-2019.
- Paul A and Chaki N (2019). Dimensionality Reduction of Hyperspectral Images Using Pooling, Pattern Recognition and Image Analysis, 29:1, (72-78), Online publication date: 1-Jan-2019.
- Marin D, Tang M, Ayed I and Boykov Y (2018). Kernel Clustering: Density Biases and Solutions, IEEE Transactions on Pattern Analysis and Machine Intelligence, 41:1, (136-147), Online publication date: 1-Jan-2019.
- Cheng K, Law N and Siu W (2019). Clustering-Based Compression for Population DNA Sequences, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 16:1, (208-221), Online publication date: 1-Jan-2019.
- Zhou S, Chen Z, Zhong Q and Li H (2019). Block compressed sampling of image signals by saliency based adaptive partitioning, Multimedia Tools and Applications, 78:1, (537-553), Online publication date: 1-Jan-2019.
- Ragab A, Yacout S, Ouali M and Osman H (2019). Prognostics of multiple failure modes in rotating machinery using a pattern-based classifier and cumulative incidence functions, Journal of Intelligent Manufacturing, 30:1, (255-274), Online publication date: 1-Jan-2019.
- Acharya U, Fujita H, Oh S, Hagiwara Y, Tan J, Adam M and Tan R (2019). Deep convolutional neural network for the automated diagnosis of congestive heart failure using ECG signals, Applied Intelligence, 49:1, (16-27), Online publication date: 1-Jan-2019.
- Chen S, Wu X and Yin H (2019). A novel projection twin support vector machine for binary classification, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 23:2, (655-668), Online publication date: 1-Jan-2019.
- Srivastava N, Newn J and Velloso E (2018). Combining Low and Mid-Level Gaze Features for Desktop Activity Recognition, Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies, 2:4, (1-27), Online publication date: 27-Dec-2018.
- Baek Y and Kim H (2018). ModAugNet, Expert Systems with Applications: An International Journal, 113:C, (457-480), Online publication date: 15-Dec-2018.
- Chinpanthana N and Phiasai T Spatial Semantic Images with Relationship Contents by Using Convolutional Neural Network and Support Vector Machine Proceedings of the 2018 VII International Conference on Network, Communication and Computing, (267-272)
- Liu C, Ma Q and Xu J Multi-label Feature Selection Method Combining Unbiased Hilbert-Schmidt Independence Criterion with Controlled Genetic Algorithm Neural Information Processing, (3-14)
- Zhao L, Li X, Zheng W and Lu B Active Feedback Framework with Scan-Path Clustering for Deep Affective Models Neural Information Processing, (330-340)
- Wang Z, Zheng Y, Jigo M, Liu T, Ren J, Tian Z and Li T Decoding Behavioral Accuracy in an Attention Task Using Brain fMRI Data 2018 IEEE Global Communications Conference (GLOBECOM), (1-6)
- Qu Z, Shen J, Li R, Liu J and Guan Q PartsNet Proceedings of the 2018 2nd International Conference on Computer Science and Artificial Intelligence, (594-599)
- Li W, Mao J, Zhang Y and Cui S Fast similarity search via optimal sparse lifting Proceedings of the 32nd International Conference on Neural Information Processing Systems, (176-184)
- Soltani S, Martin P and Elgazzar K (2018). A hybrid approach to automatic IaaS service selection, Journal of Cloud Computing: Advances, Systems and Applications, 7:1, (1-18), Online publication date: 1-Dec-2018.
- Dwijayanti S, Yamamori K and Miyoshi M (2018). Enhancement of speech dynamics for voice activity detection using DNN, EURASIP Journal on Audio, Speech, and Music Processing, 2018:1, (1-15), Online publication date: 1-Dec-2018.
- Hsu S, Lee C, Chang P, Han C and Fan K (2018). Local Wavelet Acoustic Pattern: A Novel Time–Frequency Descriptor for Birdsong Recognition, IEEE Transactions on Multimedia, 20:12, (3187-3199), Online publication date: 1-Dec-2018.
- Shen C, Liu C, Tan H, Wang Z, Xu D and Su X (2018). Hybrid-Augmented Device Fingerprinting for Intrusion Detection in Industrial Control System Networks, IEEE Wireless Communications, 25:6, (26-31), Online publication date: 1-Dec-2018.
- Wei L, Wang X, Wu A, Zhou R and Zhu C (2018). Robust Subspace Segmentation by Self-Representation Constrained Low-Rank Representation, Neural Processing Letters, 48:3, (1671-1691), Online publication date: 1-Dec-2018.
- Ksieniewicz P and Woźniak M Imbalanced Data Classification Based on Feature Selection Techniques Intelligent Data Engineering and Automated Learning – IDEAL 2018, (296-303)
- Mohanty F, Rup S and Dash B Compound Local Binary Pattern and Enhanced Jaya Optimized Extreme Learning Machine for Digital Mammogram Classification Intelligent Data Engineering and Automated Learning – IDEAL 2018, (1-8)
- Florindo J Dirichlet Series in Complex Network Modeling of Texture Images Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, (368-375)
- Barbalho I, Silva P, Fernandes F, Neto F and Leite C An Investigation on the use of Ontologies for pattern classification - Study applied to the monitoring of food intake Proceedings of the Euro American Conference on Telematics and Information Systems, (1-8)
- Zhou Y, Han Y, Liu A, Li Z, Yin H and Zhao L Extracting Representative User Subset of Social Networks Towards User Characteristics and Topological Features Web Information Systems Engineering – WISE 2018, (213-229)
- Zong Y, Huang X, Zheng W, Cui Z and Zhao G (2018). Learning From Hierarchical Spatiotemporal Descriptors for Micro-Expression Recognition, IEEE Transactions on Multimedia, 20:11, (3160-3172), Online publication date: 1-Nov-2018.
- Zhang H, Nie F, Zhang R and Li X (2018). Auto-weighted 2-dimensional maximum margin criterion, Pattern Recognition, 83:C, (220-229), Online publication date: 1-Nov-2018.
- Karimi Z and Shiry Ghidary S (2018). Semi-supervised metric learning in stratified spaces via intergrating local constraints and information-theoretic non-local constraints, Neurocomputing, 312:C, (165-176), Online publication date: 27-Oct-2018.
- Hamidi S and Berrado A Segmentation of Innovation determinants Proceedings of the 12th International Conference on Intelligent Systems: Theories and Applications, (1-8)
- Carmona P, Castro J, Lozano J and Suárez J A PageRank-Based Method to Extract Fuzzy Expressions as Features in Supervised Classification Problems Advances in Artificial Intelligence, (154-163)
- Martín-del-Campo-Rodríguez C, Sidorov G and Batyrshin I Enhancement of Performance of Document Clustering in the Authorship Identification Problem with a Weighted Cosine Similarity Advances in Computational Intelligence, (49-56)
- Yan X, Homaifar A, Awogbami G and Girma A Unsupervised Feature Selection through Fitness Proportionate Sharing Clustering 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), (1355-1360)
- Gelmini S, Strada S, Tanelli M, Savaresi S and Biase V Analysis and Development of a Novel Algorithm for the In-vehicle Hand-Usage of a Smartphone 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), (1239-1244)
- Vanderdonckt J, Roselli P and Pérez-Medina J !FTL, an Articulation-Invariant Stroke Gesture Recognizer with Controllable Position, Scale, and Rotation Invariances Proceedings of the 20th ACM International Conference on Multimodal Interaction, (125-134)
- Salminen K, Rantala J, Isokoski P, Lehtonen M, Müller P, Karjalainen M, Väliaho J, Kontunen A, Nieminen V, Leivo J, Telembeci A, Lekkala J, Kallio P and Surakka V Olfactory Display Prototype for Presenting and Sensing Authentic and Synthetic Odors Proceedings of the 20th ACM International Conference on Multimodal Interaction, (73-77)
- Trentin E (2018). Soft-Constrained Neural Networks for Nonparametric Density Estimation, Neural Processing Letters, 48:2, (915-932), Online publication date: 1-Oct-2018.
- Song Y, Li Y and Qu J (2018). A New Approach for Supervised Dimensionality Reduction, International Journal of Data Warehousing and Mining, 14:4, (20-37), Online publication date: 1-Oct-2018.
- Fatima I, Mukhtar H, Ahmad H and Rajpoot K (2018). Analysis of user-generated content from online social communities to characterise and predict depression degree, Journal of Information Science, 44:5, (683-695), Online publication date: 1-Oct-2018.
- Zhuravlev Y, Ryazanov V, Sen'ko O, Dokukin A and Afanas'ev P (2018). On Some Transformations of Features in Machine Learning in Medicine, Pattern Recognition and Image Analysis, 28:4, (720-736), Online publication date: 1-Oct-2018.
- Nemirko A (2018). Multidimensional Data Visualization Based on the Minimum Distance Between Convex Hulls of Classes, Pattern Recognition and Image Analysis, 28:4, (712-719), Online publication date: 1-Oct-2018.
- Dvoenko S and Pshenichny D (2018). On Metric Correction and Conditionality of Raw Featureless Data in Machine Learning, Pattern Recognition and Image Analysis, 28:4, (595-604), Online publication date: 1-Oct-2018.
- Liu H, Tao Z and Fu Y (2018). Partition Level Constrained Clustering, IEEE Transactions on Pattern Analysis and Machine Intelligence, 40:10, (2469-2483), Online publication date: 1-Oct-2018.
- Koutroumbas K (2018). Introducing Sparsity in Possibilistic Clustering: A Unified Framework and a Line Detection Paradigm, IEEE Transactions on Fuzzy Systems, 26:5, (2886-2898), Online publication date: 1-Oct-2018.
- Zhao J, Han J and Shao L (2018). Unconstrained Face Recognition Using a Set-to-Set Distance Measure on Deep Learned Features, IEEE Transactions on Circuits and Systems for Video Technology, 28:10, (2679-2689), Online publication date: 1-Oct-2018.
- Kari D, Mirza A, Khan F, Ozkan H and Kozat S (2018). Boosted adaptive filters, Digital Signal Processing, 81:C, (61-78), Online publication date: 1-Oct-2018.
- Becerra A, Rosa J, González E, Pedroza A and Escalante N (2018). Training deep neural networks with non-uniform frame-level cost function for automatic speech recognition, Multimedia Tools and Applications, 77:20, (27231-27267), Online publication date: 1-Oct-2018.
- Trentin E Maximum-Likelihood Estimation of Neural Mixture Densities: Model, Algorithm, and Preliminary Experimental Evaluation Artificial Neural Networks in Pattern Recognition, (178-189)
- Gering D, Sun K, Avery A, Chylla R, Vivekanandan A, Kohli L, Knapp H, Paschke B, Young-Moxon B, King N and Mackie T Semi-automatic Brain Tumor Segmentation by Drawing Long Axes on Multi-plane Reformat Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, (441-455)
- Nissani (Nissensohn) D An Unsupervised Learning Classifier with Competitive Error Performance Machine Learning, Optimization, and Data Science, (341-356)
- Mika G and Dziczkowski G A Neural Learning-Based Clustering Model for Collaborative Filtering Computational Collective Intelligence, (219-227)
- Pillai S, Punnoose N, Vadakkepat P, Loh A and Lee K An Ensemble of fuzzy Class-Biased Networks for Product Quality Estimation 2018 IEEE 23rd International Conference on Emerging Technologies and Factory Automation (ETFA), (615-622)
- Georgoulas G, Frosini L, Tsoumas I, Loutas T and Albini A An Automatic Method for Condition Monitoring of Inverter Fed Induction Motors 2018 XIII International Conference on Electrical Machines (ICEM), (1754-1760)
- Leski J and Kotas M (2018). Linguistically Defined Clustering of Data, International Journal of Applied Mathematics and Computer Science, 28:3, (545-557), Online publication date: 1-Sep-2018.
- Duda P, Jaworski M and Rutkowski L (2018). Knowledge discovery in data streams with the orthogonal series-based generalized regression neural networks, Information Sciences: an International Journal, 460:C, (497-518), Online publication date: 1-Sep-2018.
- Sharma M, Agarwal S and Acharya U (2018). Application of an optimal class of antisymmetric wavelet filter banks for obstructive sleep apnea diagnosis using ECG signals, Computers in Biology and Medicine, 100:C, (100-113), Online publication date: 1-Sep-2018.
- do Nascimento M, Martins A, Azevedo Tosta T and Neves L (2018). Lymphoma images analysis using morphological and non-morphological descriptors for classification, Computer Methods and Programs in Biomedicine, 163:C, (65-77), Online publication date: 1-Sep-2018.
- Das R, Jelil S and Prasanna S (2018). Multi-style speaker recognition database in practical conditions, International Journal of Speech Technology, 21:3, (409-419), Online publication date: 1-Sep-2018.
- Das R, Sharma B and Prasanna S (2018). Significance of duration modification for speaker verification under mismatch speech tempo condition, International Journal of Speech Technology, 21:3, (401-408), Online publication date: 1-Sep-2018.
- Wang H and Wang B Contextual Probability Estimation from Data Samples – A Generalisation Rough Sets, (337-349)
- Liu C, Pei Y, Zeng Q and Duan H LogRank: An Approach to Sample Business Process Event Log for Efficient Discovery Knowledge Science, Engineering and Management, (415-425)
- Maione C, Souza V, Togni L, Costa J, Campiglia A, Barbosa F and Barbosa R (2018). Establishing chemical profiling for ecstasy tablets based on trace element levels and support vector machine, Neural Computing and Applications, 30:3, (947-955), Online publication date: 1-Aug-2018.
- Zhu W and Yan Y (2022). Non-negative matrix factorization via discriminative label embedding for pattern classification, Journal of Visual Communication and Image Representation, 55:C, (477-488), Online publication date: 1-Aug-2018.
- Sau S, Ucchesu M, Dondini L, De Franceschi P, D'hallewin G and Bacchetta G (2018). Seed morphometry is suitable for apple-germplasm diversity-analyses, Computers and Electronics in Agriculture, 151:C, (118-125), Online publication date: 1-Aug-2018.
- Mollajan A, Memarian H and Nabi-Bidhendi M (2018). Fuzzy classifier fusion, Neural Computing and Applications, 30:3, (825-834), Online publication date: 1-Aug-2018.
- Lin Y, Li Y, Wang C and Chen J (2018). Attribute reduction for multi-label learning with fuzzy rough set, Knowledge-Based Systems, 152:C, (51-61), Online publication date: 15-Jul-2018.
- Zhang X, Zhu Z, Zhao Y and Kong D Self-supervised deep low-rank assignment model for prototype selection Proceedings of the 27th International Joint Conference on Artificial Intelligence, (3141-3147)
- Yu Y and Zhou W Mixture of GANs for clustering Proceedings of the 27th International Joint Conference on Artificial Intelligence, (3047-3053)
- Xiong H, Cheng W, Fu Y, Hu W, Bian J and Guo Z De-biasing covariance-regularized discriminant analysis Proceedings of the 27th International Joint Conference on Artificial Intelligence, (2889-2897)
- Lucca G, Sanz J, Bustince H, Dimuro G, Gomes V, Constantino Madureira R and Melo-Pinto P Applying aggregation and pre-aggregation functions in the classification of grape berries 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), (1-6)
- Yeganejou M and Dick S Classification via Deep Fuzzy c-Means Clustering 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), (1-6)
- Uriz M, Paternain D, Bustince H and Galar M A first approach towards the usage of classifiers’ performance to create fuzzy measures for ensembles of classifiers: a case study on highly imbalanced datasets 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), (1-8)
- De Assis Soares L, Côco K, Salles E and Ciarelli P Texture Representation and Classification with Artificial Hikers and Fractals 2018 IEEE Congress on Evolutionary Computation (CEC), (1-8)
- Lopez-Cuevas A, Medina-Perez M, Monroy R, Ramirez-Marquez J and Trejo L (2018). FiToViz, IEEE Transactions on Affective Computing, 9:3, (372-382), Online publication date: 1-Jul-2018.
- Dezhabad N and Sharifian S (2018). Learning-based dynamic scalable load-balanced firewall as a service in network function-virtualized cloud computing environments, The Journal of Supercomputing, 74:7, (3329-3358), Online publication date: 1-Jul-2018.
- Lu G, Zou J, Wang Y and Wang Z (2018). Sparse L1-norm-based linear discriminant analysis, Multimedia Tools and Applications, 77:13, (16155-16175), Online publication date: 1-Jul-2018.
- Fernández J, Cruz-Ramírez M and Hervás-Martínez C (2018). Sensitivity versus accuracy in ensemble models of Artificial Neural Networks from Multi-objective Evolutionary Algorithms, Neural Computing and Applications, 30:1, (289-305), Online publication date: 1-Jul-2018.
- Rojo D, Raya L, Rubio-Sánchez M and Sanchez A A visual interface for feature subset selection using machine learning methods Proceedings of the XXVIII Spanish Computer Graphics Conference, (119-128)
- Kosko B (2018). Additive Fuzzy Systems, International Journal of Intelligent Systems, 33:8, (1573-1623), Online publication date: 27-Jun-2018.
- Zhu Y, Wang Z, Cao C and Gao D (2018). Regularized fisher linear discriminant through two threshold variation strategies for imbalanced problems, Knowledge-Based Systems, 150:C, (57-73), Online publication date: 15-Jun-2018.
- Sanchez A, Soguero-Ruiz C, Mora-Jimnez I, Rivas-Flores F, Lehmann D and Rubio-Snchez M (2018). Scaled radial axes for interactive visual feature selection, Expert Systems with Applications: An International Journal, 100:C, (182-196), Online publication date: 15-Jun-2018.
- Ferreira R, de Oliveira C and Lima A Myosotis Proceedings of the XIV Brazilian Symposium on Information Systems, (1-7)
- Montiel J, Read J, Bifet A and Abdessalem T Scalable Model-Based Cascaded Imputation of Missing Data Advances in Knowledge Discovery and Data Mining, (64-76)
- Ismailoglu F, Smirnov E, Peeters R, Zhou S and Collins P Heterogeneous Domain Adaptation Based on Class Decomposition Schemes Advances in Knowledge Discovery and Data Mining, (169-182)
- Świderski B, Kruk M, Wieczorek G, Kurek J, Śmietańska K, Chmielewski L, Górski J and Orłowski A Feature Selection for ‘Orange Skin’ Type Surface Defect in Furniture Elements Artificial Intelligence and Soft Computing, (81-91)
- Villmann T and Geweniger T Multi-class and Cluster Evaluation Measures Based on Rényi and Tsallis Entropies and Mutual Information Artificial Intelligence and Soft Computing, (736-749)
- Sieranoja S and Fränti P Random Projection for k-means Clustering Artificial Intelligence and Soft Computing, (680-689)
- Chen S, Zuo C, Ding C and Luo B (2018). Non-greedy Max–min Large Margin based on L1-norm, Pattern Recognition Letters, 108:C, (38-47), Online publication date: 1-Jun-2018.
- Gil D, Girela J, Azorín J, De Juan A and De Juan J (2018). Identifying central and peripheral nerve fibres with an artificial intelligence approach, Applied Soft Computing, 67:C, (276-285), Online publication date: 1-Jun-2018.
- Maldonado S and López J (2018). Dealing with high-dimensional class-imbalanced datasets, Applied Soft Computing, 67:C, (94-105), Online publication date: 1-Jun-2018.
- Becerra A, De La Rosa J and González E (2018). Speech recognition in a dialog system, Multimedia Tools and Applications, 77:12, (15875-15911), Online publication date: 1-Jun-2018.
- Bracamonte T, Bustos B, Poblete B and Schreck T (2018). Extracting semantic knowledge from web context for multimedia IR, Multimedia Tools and Applications, 77:11, (13853-13889), Online publication date: 1-Jun-2018.
- Agrawal A and Menzies T Is "better data" better than "better data miners"? Proceedings of the 40th International Conference on Software Engineering, (1050-1061)
- Lopez J, Liefer N, Busho C and Temple M (2018). Enhancing Critical Infrastructure and Key Resources (CIKR) Level-0 Physical Process Security Using Field Device Distinct Native Attribute Features, IEEE Transactions on Information Forensics and Security, 13:5, (1215-1229), Online publication date: 1-May-2018.
- Yu C, Lan J, Xie J and Hu Y (2018). QoS-aware Traffic Classification Architecture Using Machine Learning and Deep Packet Inspection in SDNs, Procedia Computer Science, 131:C, (1209-1216), Online publication date: 1-May-2018.
- Woo S and Lee C (2018). Incremental feature extraction based on decision boundaries, Pattern Recognition, 77:C, (65-74), Online publication date: 1-May-2018.
- Talbot C, Temple M, Carbino T and Betances J (2018). Detecting rogue attacks on commercial wireless Insteon home automation systems, Computers and Security, 74:C, (296-307), Online publication date: 1-May-2018.
- Koh J, Ng E, Bhandary S, Laude A and Acharya U (2018). Automated detection of retinal health using PHOG and SURF features extracted from fundus images, Applied Intelligence, 48:5, (1379-1393), Online publication date: 1-May-2018.
- Kathania H, Ahmad W, Shahnawazuddin S and Samaddar A (2018). Explicit Pitch Mapping for Improved Children's Speech Recognition, Circuits, Systems, and Signal Processing, 37:5, (2021-2044), Online publication date: 1-May-2018.
- Pandove D, Goel S and Rani R (2018). Systematic Review of Clustering High-Dimensional and Large Datasets, ACM Transactions on Knowledge Discovery from Data, 12:2, (1-68), Online publication date: 30-Apr-2018.
- Soguero-Ruiz C, Alberca Díaz-Plaza A, Bohoyo P, Ramos-López J, Rubio-Sánchez M, Sánchez A and Mora-Jiménez I On the Use of Decision Trees Based on Diagnosis and Drug Codes for Analyzing Chronic Patients Bioinformatics and Biomedical Engineering, (135-148)
- Lokhande N and Pujeri R Novel Image Segmentation Using Particle Swarm Optimization Proceedings of the 2018 8th International Conference on Biomedical Engineering and Technology, (46-50)
- Yiallourides C, Moore A, Auvinet E, Van Der Straeten C and Naylor P Acoustic Analysis and Assessment of the Knee in Osteoarthritis During Walking 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), (281-285)
- Khamparia A and Pandey B (2018). SVM and PCA Based Learning Feature Classification Approaches for E-Learning System, International Journal of Web-Based Learning and Teaching Technologies, 13:2, (32-45), Online publication date: 1-Apr-2018.
- Katerinochkina N, Ryazanov V, Vinogradov A and Wang L (2018). On Finding the Maximum Feasible Subsystem of a System of Linear Inequalities, Pattern Recognition and Image Analysis, 28:2, (169-173), Online publication date: 1-Apr-2018.
- Mafarja M, Aljarah I, Heidari A, Hammouri A, Faris H, Al-Zoubi A and Mirjalili S (2018). Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems, Knowledge-Based Systems, 145:C, (25-45), Online publication date: 1-Apr-2018.
- Wu S and Swindlehurst A (2018). Direct feature extraction from multi-electrode recordings for spike sorting, Digital Signal Processing, 75:C, (222-231), Online publication date: 1-Apr-2018.
- LźRentz I, Andonie R and Sasu L (2018). Parallel Bayesian ARTMAP and Its OpenCL Implementation, Neural Processing Letters, 47:2, (491-507), Online publication date: 1-Apr-2018.
- Kurt S, Öz E, Aşkın Ö and Öz Y (2018). RETRACTED ARTICLE: Classification of nucleotide sequences for quality assessment using logistic regression and decision tree approaches, Neural Computing and Applications, 29:8, (251-262), Online publication date: 1-Apr-2018.
- Alhaijawy F and Florea A Using Genetic Algorithm to Plan Individuals Temporal and nonTemporal Daily Activities Proceedings of the 2nd Mediterranean Conference on Pattern Recognition and Artificial Intelligence, (14-21)
- Lpez J, Maldonado S and Carrasco M (2018). Double regularization methods for robust feature selection and SVM classification via DC programming, Information Sciences: an International Journal, 429:C, (377-389), Online publication date: 1-Mar-2018.
- Serrano-Silva Y, Villuendas-Rey Y and Yez-Mrquez C (2018). Automatic feature weighting for improving financial Decision Support Systems, Decision Support Systems, 107:C, (78-87), Online publication date: 1-Mar-2018.
- Borjian N, Kabir E, Seyedin S and Masehian E (2018). A query-by-example music retrieval system using feature and decision fusion, Multimedia Tools and Applications, 77:5, (6165-6189), Online publication date: 1-Mar-2018.
- Diasse A and Li Z Big Cities transfer learning Proceedings of the 2018 10th International Conference on Machine Learning and Computing, (312-321)
- Lin H (2018). Reduced gene subset selection based on discrimination power boosting for molecular classification, Knowledge-Based Systems, 142:C, (181-191), Online publication date: 15-Feb-2018.
- Li Z and Wu X (2017). Learning-Based Restoration of Backlit Images, IEEE Transactions on Image Processing, 27:2, (976-986), Online publication date: 1-Feb-2018.
- Bicego M, Farinelli A, Grosso E, Paolini D and Ramchurn S (2018). On the distinctiveness of the electricity load profile, Pattern Recognition, 74:C, (317-325), Online publication date: 1-Feb-2018.
- Hernndez-Garca R, Ramos-Czar J, Guil N, Garca-Reyes E and Sahli H (2018). Improving Bag-of-Visual-Words model using visual n-grams for human action classification, Expert Systems with Applications: An International Journal, 92:C, (182-191), Online publication date: 1-Feb-2018.
- Cupertino T, Guimares Carneiro M, Zheng Q, Zhang J and Zhao L (2018). A scheme for high level data classification using random walk and network measures, Expert Systems with Applications: An International Journal, 92:C, (289-303), Online publication date: 1-Feb-2018.
- Chelotti J, Vanrell S, Galli J, Giovanini L and Rufiner H (2018). A pattern recognition approach for detecting and classifying jaw movements in grazing cattle, Computers and Electronics in Agriculture, 145:C, (83-91), Online publication date: 1-Feb-2018.
- Rastogi R, Sharma S and Chandra S (2018). Robust Parametric Twin Support Vector Machine for Pattern Classification, Neural Processing Letters, 47:1, (293-323), Online publication date: 1-Feb-2018.
- Wang X, Chen R, Yan F, Zeng Z and Hong C (2018). Semi-supervised adaptive feature analysis and its application for multimedia understanding, Multimedia Tools and Applications, 77:3, (3083-3104), Online publication date: 1-Feb-2018.
- Zhao Y, Xi P, Li B and Li Z (2018). Sparse kernel minimum squared error using Householder transformation and givens rotation, Applied Intelligence, 48:2, (390-415), Online publication date: 1-Feb-2018.
- Abidine B, Fergani L, Fergani B and Oussalah M (2018). The joint use of sequence features combination and modified weighted SVM for improving daily activity recognition, Pattern Analysis & Applications, 21:1, (119-138), Online publication date: 1-Feb-2018.
- Bernal-de Lzaro J, Llanes-Santiago O, Prieto-Moreno A, del Castillo-Serpa A and Silva-Neto A (2018). A novel index for the robustness comparison of classifiers in fault diagnosis, Neurocomputing, 275:C, (636-648), Online publication date: 31-Jan-2018.
- Xu J (2018). A weighted linear discriminant analysis framework for multi-label feature extraction, Neurocomputing, 275:C, (107-120), Online publication date: 31-Jan-2018.
- Nalla R, Pinge R, Narwaria M and Chaudhury B Priority based functional group identification of organic molecules using machine learning Proceedings of the ACM India Joint International Conference on Data Science and Management of Data, (201-209)
- Tiwari A, Shreevastava S, Shukla K, Subbiah K, Pinto D, Singh V, Villavicencio A, Mayr-Schlegel P and Stamatatos E (2018). New approaches to intuitionistic fuzzy-rough attribute reduction, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 34:5, (3385-3394), Online publication date: 1-Jan-2018.
- Brzostowski K, Szwach P and Stojmenovic M (2018). Data Fusion in Ubiquitous Sports Training, Wireless Communications & Mobile Computing, 2018, Online publication date: 1-Jan-2018.
- Ruz G, Araya-Díaz P and Vlamos P (2018). Predicting Facial Biotypes Using Continuous Bayesian Network Classifiers, Complexity, 2018, Online publication date: 1-Jan-2018.
- Hoang N and Rodriguez A (2018). Classification of Asphalt Pavement Cracks Using Laplacian Pyramid-Based Image Processing and a Hybrid Computational Approach, Computational Intelligence and Neuroscience, 2018, Online publication date: 1-Jan-2018.
- Abel J, Fingscheidt T, Abel J and Fingscheidt T (2018). Artificial Speech Bandwidth Extension Using Deep Neural Networks for Wideband Spectral Envelope Estimation, IEEE/ACM Transactions on Audio, Speech and Language Processing, 26:1, (71-83), Online publication date: 1-Jan-2018.
- Chakrabarty S, Habets E, Chakrabarty S and Habets E (2018). A Bayesian Approach to Informed Spatial Filtering With Robustness Against DOA Estimation Errors, IEEE/ACM Transactions on Audio, Speech and Language Processing, 26:1, (145-160), Online publication date: 1-Jan-2018.
- Hamedi M, Salleh S, Ting C, Astaraki M and Noor A (2018). Robust Facial Expression Recognition for MuCI, IEEE Transactions on Affective Computing, 9:1, (102-115), Online publication date: 1-Jan-2018.
- Khemchandani R, Pal A and Chandra S (2018). Fuzzy least squares twin support vector clustering, Neural Computing and Applications, 29:2, (553-563), Online publication date: 1-Jan-2018.
- Dutta I, Dutta S and Raahemi B (2017). Detecting financial restatements using data mining techniques, Expert Systems with Applications: An International Journal, 90:C, (374-393), Online publication date: 30-Dec-2017.
- Singh B, Verma K, Panigrahi L and Thoke A (2017). Integrating radiologist feedback with computer aided diagnostic systems for breast cancer risk prediction in ultrasonic images, Expert Systems with Applications: An International Journal, 90:C, (209-223), Online publication date: 30-Dec-2017.
- Pandove D, Rani R and Goel S (2017). Local graph based correlation clustering, Knowledge-Based Systems, 138:C, (155-175), Online publication date: 15-Dec-2017.
- Wang S and Guo W (2017). Robust co-clustering via dual local learning and high-order matrix factorization, Knowledge-Based Systems, 138:C, (176-187), Online publication date: 15-Dec-2017.
- Ghosh S Language Identification Based on the Variations in Intonation Using Multi-classifier Systems Mining Intelligence and Knowledge Exploration, (73-80)
- Tsai C, Hu Y, Lin W and Wang M Early versus Late Dimensionality Reduction of Bag-of-Words Feature Representation for Image Classification Proceedings of the 4th International Conference on Bioinformatics Research and Applications, (42-45)
- Saxena A, Prasad M, Gupta A, Bharill N, Patel O, Tiwari A, Er M, Ding W and Lin C (2017). A review of clustering techniques and developments, Neurocomputing, 267:C, (664-681), Online publication date: 6-Dec-2017.
- Huang W, Harandi M, Zhang T, Fan L, Sun F and Huang J Efficient optimization for linear dynamical systems with applications to clustering and sparse coding Proceedings of the 31st International Conference on Neural Information Processing Systems, (3447-3457)
- Elhamifar E and Kaluza M Subset selection and summarization in sequential data Proceedings of the 31st International Conference on Neural Information Processing Systems, (1036-1045)
- Iam-On N and Boongoen T (2017). Generating descriptive model for student dropout, Human-centric Computing and Information Sciences, 7:1, (1-24), Online publication date: 1-Dec-2017.
- Tian Y, Sun M, Deng Z, Luo J and Li Y (2017). A New Fuzzy Set and Nonkernel SVM Approach for Mislabeled Binary Classification With Applications, IEEE Transactions on Fuzzy Systems, 25:6, (1536-1545), Online publication date: 1-Dec-2017.
- Liang D, Xu Z and Liu D (2017). A New Aggregation Method-Based Error Analysis for Decision-Theoretic Rough Sets and Its Application in Hesitant Fuzzy Information Systems, IEEE Transactions on Fuzzy Systems, 25:6, (1685-1697), Online publication date: 1-Dec-2017.
- Al-Sahaf H, Zhang M, Al-Sahaf A and Johnston M (2017). Keypoints Detection and Feature Extraction: A Dynamic Genetic Programming Approach for Evolving Rotation-Invariant Texture Image Descriptors, IEEE Transactions on Evolutionary Computation, 21:6, (825-844), Online publication date: 1-Dec-2017.
- Thanh Tran D, Gabbouj M and Iosifidis A (2017). Multilinear class-specific discriminant analysis, Pattern Recognition Letters, 100:C, (131-136), Online publication date: 1-Dec-2017.
- Chi C, Zeng W, Oh W, Borson S, Lenskaia T, Shen X and Tonellato P (2017). Personalized long-term prediction of cognitive function, Journal of Biomedical Informatics, 76:C, (78-86), Online publication date: 1-Dec-2017.
- Villuendas-Rey Y, Rey-Bengura C, Ferreira-Santiago n, Camacho-Nieto O and Yez-Mrquez C (2017). The Nave Associative Classifier (NAC), Neurocomputing, 265:C, (105-115), Online publication date: 22-Nov-2017.
- Matsuda Y, Sekiya T and Yamaguchi K Discovery of Interconnection Among Knowledge Areas of Standard Computer Science Curricula by a Data Science Approach Neural Information Processing, (186-195)
- Lee D, Althoff A, Richmond D and Kastner R A streaming clustering approach using a heterogeneous system for big data analysis Proceedings of the 36th International Conference on Computer-Aided Design, (699-706)
- Alam S, Datta S, Choudhury A and Pal A Sensor Agnostic Photoplethysmogram Signal Quality Assessment using Morphological Analysis Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, (176-185)
- Zhou B and Buyya R A Group-based Fault Tolerant Mechanism for Heterogeneous Mobile Clouds Proceedings of the 14th EAI International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services, (373-382)
- Wang C, Song Y, Li H, Sun Y, Zhang M and Han J Distant Meta-Path Similarities for Text-Based Heterogeneous Information Networks Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, (1629-1638)
- El-Roby A and Aboulnaga A UFeed Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, (187-196)
- Wang J and Wang G (2017). Quality-Specific Hand Vein Recognition System, IEEE Transactions on Information Forensics and Security, 12:11, (2599-2610), Online publication date: 1-Nov-2017.
- VanDam C, Kanthawala S, Pratt W, Chai J and Huh J (2017). Detecting clinically related content in online patient posts, Journal of Biomedical Informatics, 75:C, (96-106), Online publication date: 1-Nov-2017.
- Razmjoo A, Xanthopoulos P and Zheng Q (2017). Online feature importance ranking based on sensitivity analysis, Expert Systems with Applications: An International Journal, 85:C, (397-406), Online publication date: 1-Nov-2017.
- Zhu C (2017). Double-fold localized multiple matrix learning machine with Universum, Pattern Analysis & Applications, 20:4, (1091-1118), Online publication date: 1-Nov-2017.
- Bono-Nuez A, Bernal-Ruíz C, Martín-Del-Brío B, Pérez-Cebolla F and Martínez-Iturbe A (2017). Recipient size estimation for induction heating home appliances based on artificial neural networks, Neural Computing and Applications, 28:11, (3197-3207), Online publication date: 1-Nov-2017.
- Liu J, Wang C, Chen Y and Saxena N VibWrite Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security, (73-87)
- Tallón-Ballesteros A, Correia L and Cho S Stochastic and Non-Stochastic Feature Selection Intelligent Data Engineering and Automated Learning – IDEAL 2017, (592-598)
- Zong Y, Huang X, Zheng W, Cui Z and Zhao G Learning a Target Sample Re-Generator for Cross-Database Micro-Expression Recognition Proceedings of the 25th ACM international conference on Multimedia, (872-880)
- Moise G, Vladoiu M and Constantinescu Z Building the Most Creative and Innovative Collaborative Groups Using Bayes Classifiers On the Move to Meaningful Internet Systems. OTM 2017 Conferences, (271-283)
- Ullah A, Qamar U, Khan F and Bashir S Dimensionality reduction approaches and evolving challenges in high dimensional data Proceedings of the 1st International Conference on Internet of Things and Machine Learning, (1-8)
- Goel M, Chavarriaga R and del R. Millan J Inverse solutions for brain-computer interfaces: Effects of regularisation on localisation and classification 2017 IEEE International Conference on Systems, Man, and Cybernetics (SMC), (258-263)
- Li Z, Nie F, Chang X and Yang Y (2017). Beyond Trace Ratio: Weighted Harmonic Mean of Trace Ratios for Multiclass Discriminant Analysis, IEEE Transactions on Knowledge and Data Engineering, 29:10, (2100-2110), Online publication date: 1-Oct-2017.
- Wang X, Wang H, Cheng Q, Nankabirwa N and Zhang T Single 2D pressure footprint based person identification 2017 IEEE International Joint Conference on Biometrics (IJCB), (413-419)
- Lai K, Yanushkevich S and Shmerko V Risk assessment in the face-based watchlist screening in e-borders 2017 IEEE International Joint Conference on Biometrics (IJCB), (16-21)
- Couto L, Backes A and Barcelos C (2017). Texture characterization via deterministic walks direction histogram applied to a complex network-based image transformation, Pattern Recognition Letters, 97:C, (77-83), Online publication date: 1-Oct-2017.
- Zhang C, Liu C, Zhang X and Almpanidis G (2017). An up-to-date comparison of state-of-the-art classification algorithms, Expert Systems with Applications: An International Journal, 82:C, (128-150), Online publication date: 1-Oct-2017.
- Acharya U, Oh S, Hagiwara Y, Tan J, Adam M, Gertych A and Tan R (2017). A deep convolutional neural network model to classify heartbeats, Computers in Biology and Medicine, 89:C, (389-396), Online publication date: 1-Oct-2017.
- Papamitsiou Z and Economides A (2017). Exhibiting achievement behavior during computer-based testing, Computers in Human Behavior, 75:C, (423-438), Online publication date: 1-Oct-2017.
- Alejo R, Monroy-De-Jesús J, Ambriz-Polo J and Pacheco-Sánchez J (2017). An improved dynamic sampling back-propagation algorithm based on mean square error to face the multi-class imbalance problem, Neural Computing and Applications, 28:10, (2843-2857), Online publication date: 1-Oct-2017.
- Orosco E and di Sciascio F (2017). RETRACTED ARTICLE: Muscular synergy classification and myoelectric control using high-order cross-cumulants, Neural Computing and Applications, 28:10, (2979-2993), Online publication date: 1-Oct-2017.
- Acharya U, Fujita H, Sudarshan V, Lih Oh S, Muhammad A, Koh J, Hong Tan J, Chua C, Poo Chua K and San Tan R (2017). RETRACTED ARTICLE: Application of empirical mode decomposition (EMD) for automated identification of congestive heart failure using heart rate signals, Neural Computing and Applications, 28:10, (3073-3094), Online publication date: 1-Oct-2017.
- Valero-Mas J, Calvo-Zaragoza J, Rico-Juan J and Iñesta J (2017). An experimental study on rank methods for prototype selection, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 21:19, (5703-5715), Online publication date: 1-Oct-2017.
- Bobrowski L Dipolar Data Integration Through Univariate, Binary Classifiers Computational Collective Intelligence, (73-82)
- Nguyen T and Gao G Novel evaluation metrics for seam carving based image retargeting 2017 IEEE International Conference on Image Processing (ICIP), (450-454)
- Kim Y, Kang B and Kim D Detector with focus: Normalizing gradient in image pyramid 2017 IEEE International Conference on Image Processing (ICIP), (420-424)
- Montani S, Leonardi G, Striani M, Quaglini S and Cavallini A (2017). Multi-level abstraction for trace comparison and process discovery, Expert Systems with Applications: An International Journal, 81:C, (398-409), Online publication date: 15-Sep-2017.
- Genovez P, Ebecken N, Freitas C, Bentz C and Freitas R (2017). Intelligent hybrid system for dark spot detection using SAR data, Expert Systems with Applications: An International Journal, 81:C, (384-397), Online publication date: 15-Sep-2017.
- Kurzynski M, Trajdos P and Wolczowski A Multiclassifier System Using Class and Interclass Competence of Base Classifiers Applied to the Recognition of Grasping Movements in the Control of Bioprosthetic Hand Progress in Artificial Intelligence, (174-185)
- Shi C, An G, Zhao R, Ruan Q and Tian Q (2017). Multiview Hessian Semisupervised Sparse Feature Selection for Multimedia Analysis, IEEE Transactions on Circuits and Systems for Video Technology, 27:9, (1947-1961), Online publication date: 1-Sep-2017.
- Lacerda E and Mello C (2017). Automatic classification of laryngeal mechanisms in singing based on the audio signal, Procedia Computer Science, 112:C, (2204-2212), Online publication date: 1-Sep-2017.
- Acharya U, Fujita H, Lih O, Hagiwara Y, Tan J and Adam M (2017). Automated detection of arrhythmias using different intervals of tachycardia ECG segments with convolutional neural network, Information Sciences: an International Journal, 405:C, (81-90), Online publication date: 1-Sep-2017.
- Krawczyk B, Minku L, Gama J, Stefanowski J and Woniak M (2017). Ensemble learning for data stream analysis, Information Fusion, 37:C, (132-156), Online publication date: 1-Sep-2017.
- Das R, Jelil S and Mahadeva Prasanna S (2017). Development of Multi-Level Speech based Person Authentication System, Journal of Signal Processing Systems, 88:3, (259-271), Online publication date: 1-Sep-2017.
- Ali M, Huda S, Abawajy J, Alyahya S, Al-Dossari H and Yearwood J (2017). A parallel framework for software defect detection and metric selection on cloud computing, Cluster Computing, 20:3, (2267-2281), Online publication date: 1-Sep-2017.
- Calvo-Zaragoza J, Valero-Mas J and Rico-Juan J (2017). Prototype generation on structural data using dissimilarity space representation, Neural Computing and Applications, 28:9, (2415-2424), Online publication date: 1-Sep-2017.
- Tsuchie S (2017). Reconstruction of underlying curves with styling radius corners, The Visual Computer: International Journal of Computer Graphics, 33:9, (1197-1210), Online publication date: 1-Sep-2017.
- Zhang J, Wang Q, Hu Z and Liu M (2017). Auroral event representation based on the n-ary fusion of multiple oriented energies, Neurocomputing, 253:C, (42-48), Online publication date: 30-Aug-2017.
- Fan M, Chang X, Zhang X, Wang D and Du L Top-k supervise feature selection via ADMM for integer programming Proceedings of the 26th International Joint Conference on Artificial Intelligence, (1646-1653)
- Gali N, Mariescu-Istodor R and Frnti P (2017). Using linguistic features to automatically extract web page title, Expert Systems with Applications: An International Journal, 79:C, (296-312), Online publication date: 15-Aug-2017.
- (2017). Analysis of folk music preference of people from different ethnic groups using kernel-based methods on EEG signals, Applied Mathematics and Computation, 307:C, (62-70), Online publication date: 15-Aug-2017.
- Cheng K, Li J and Liu H Unsupervised Feature Selection in Signed Social Networks Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (777-786)
- Villalonga C, Pomares H, Rojas I and Banos O (2017). MIMU-Wear, Neurocomputing, 250:C, (76-100), Online publication date: 9-Aug-2017.
- Kumar A, Goyal S and Varma M Resource-efficient machine learning in 2 KB RAM for the internet of things Proceedings of the 34th International Conference on Machine Learning - Volume 70, (1935-1944)
- Beygelzimer A, Orabona F and Zhang C Efficient online bandit multiclass learning with Õ(√T) regret Proceedings of the 34th International Conference on Machine Learning - Volume 70, (488-497)
- Hiew B, Tan S and Lim W (2017). A double-elimination-tournament-based competitive co-evolutionary artificial neural network classifier, Neurocomputing, 249:C, (345-356), Online publication date: 2-Aug-2017.
- Khalajmehrabadi A, Gatsis N, Pack D and Akopian D (2017). A Joint Indoor WLAN Localization and Outlier Detection Scheme Using LASSO and Elastic-Net Optimization Techniques, IEEE Transactions on Mobile Computing, 16:8, (2079-2092), Online publication date: 1-Aug-2017.
- Liang D, Xu Z and Liu D (2017). Three-way decisions based on decision-theoretic rough sets with dual hesitant fuzzy information, Information Sciences: an International Journal, 396:C, (127-143), Online publication date: 1-Aug-2017.
- Hashimoto S, Ogihara H, Suenaga M, Fujita Y, Terai S, Hamamoto Y and Sakaida I (2017). An Automated Self-Learning Quantification System to Identify Visible Areas in Capsule Endoscopy Images, Journal of Medical Systems, 41:8, (1-9), Online publication date: 1-Aug-2017.
- Sayeed F and Hanmandlu M (2017). Properties of information sets and information processing with an application to face recognition, Knowledge and Information Systems, 52:2, (485-507), Online publication date: 1-Aug-2017.
- Starczewski A (2017). A new validity index for crisp clusters, Pattern Analysis & Applications, 20:3, (687-700), Online publication date: 1-Aug-2017.
- Xue A, Wang X, Song Y and Lei L (2017). Discriminant error correcting output codes based on spectral clustering, Pattern Analysis & Applications, 20:3, (653-671), Online publication date: 1-Aug-2017.
- Gudigar A, Chokkadi S, Raghavendra U and Acharya U (2017). Local texture patterns for traffic sign recognition using higher order spectra, Pattern Recognition Letters, 94:C, (202-210), Online publication date: 15-Jul-2017.
- Jasim Hussein N, Hu F and He F (2017). Multisensor of thermal and visual images to detect concealed weapon using harmony search image fusion approach, Pattern Recognition Letters, 94:C, (219-227), Online publication date: 15-Jul-2017.
- Honda K, Suzuki Y, Nishioka M, Ubukata S and Notsu A A fuzzy co-clustering model for three-modes relational cooccurrence data 2017 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), (1-6)
- Torshizi A, Petzold L and Cohen M (2017). Multivariate soft repulsive system identification for constructing rule-based classification systems, Neurocomputing, 245:C, (77-85), Online publication date: 5-Jul-2017.
- Bernardes R, Silva G, Chiquita S, Serranho P and Ambrósio A Retinal Biomarkers of Alzheimer’s Disease: Insights from Transgenic Mouse Models Image Analysis and Recognition, (541-550)
- Nemirko A (2017). Computer geometry algorithms in feature space dimension reduction problems, Pattern Recognition and Image Analysis, 27:3, (387-394), Online publication date: 1-Jul-2017.
- Hiremath P and Bhusnurmath R (2017). Texture classification using partial differential equation approach and wavelet transform, Pattern Recognition and Image Analysis, 27:3, (473-479), Online publication date: 1-Jul-2017.
- Araujo G, Ribeiro F, Júnior W, da Silva E and Goldenstein S (2017). Weak Classifier for Density Estimation in Eye Localization and Tracking, IEEE Transactions on Image Processing, 26:7, (3410-3424), Online publication date: 1-Jul-2017.
- Lu Y, Lai Z, Xu Y, Li X, Zhang D and Yuan C (2017). Nonnegative Discriminant Matrix Factorization, IEEE Transactions on Circuits and Systems for Video Technology, 27:7, (1392-1405), Online publication date: 1-Jul-2017.
- Zhao R and Mao K (2017). Cyberbullying Detection Based on Semantic-Enhanced Marginalized Denoising Auto-Encoder, IEEE Transactions on Affective Computing, 8:3, (328-339), Online publication date: 1-Jul-2017.
- Khalajmehrabadi A, Gatsis N and Akopian D (2017). Modern WLAN Fingerprinting Indoor Positioning Methods and Deployment Challenges, IEEE Communications Surveys & Tutorials, 19:3, (1974-2002), Online publication date: 1-Jul-2017.
- Abusara A, Hassan M and Ismail M (2017). Reduced-complexity fingerprinting in WLAN-based indoor positioning, Telecommunications Systems, 65:3, (407-417), Online publication date: 1-Jul-2017.
- Lu G, Zou J, Wang Y and Wang Z (2017). L1-norm based null space discriminant analysis, Multimedia Tools and Applications, 76:14, (15801-15816), Online publication date: 1-Jul-2017.
- Zhu H, Zhang X, Chu D and Liao L (2017). Nonconvex and Nonsmooth Optimization with Generalized Orthogonality Constraints, Journal of Scientific Computing, 72:1, (331-372), Online publication date: 1-Jul-2017.
- Rachkovskij D (2017). Distance-Based Index Structures for Fast Similarity Search, Cybernetics and Systems Analysis, 53:4, (636-658), Online publication date: 1-Jul-2017.
- Vejdannik M and Sadr A (2017). Automatic microstructural characterization and classification using dual tree complex wavelet-based features and Bees Algorithm, Neural Computing and Applications, 28:7, (1877-1889), Online publication date: 1-Jul-2017.
- Pei J, Fan H and Pu L (2017). Range space super spherical cap discriminant analysis, Neurocomputing, 244:C, (112-122), Online publication date: 28-Jun-2017.
- Agrawal S and Chaurasiya R Ensemble of SVM for Accurate Traffic Sign Detection and Recognition Proceedings of the 1st International Conference on Graphics and Signal Processing, (10-15)
- (2017). GramSchmidt process based incremental extreme learning machine, Neurocomputing, 241:C, (1-17), Online publication date: 7-Jun-2017.
- Ruotsalainen M and Jylhä J Learning of a tracker model from multi-radar data for performance prediction of air surveillance system 2017 IEEE Congress on Evolutionary Computation (CEC), (2128-2136)
- Zois D and Mitra U (2017). Active State Tracking With Sensing Costs, IEEE Transactions on Signal Processing, 65:11, (2828-2843), Online publication date: 1-Jun-2017.
- Grzeszick R, Plinge A, Fink G, Grzeszick R, Plinge A and Fink G (2017). Bag-of-Features Methods for Acoustic Event Detection and Classification, IEEE/ACM Transactions on Audio, Speech and Language Processing, 25:6, (1242-1252), Online publication date: 1-Jun-2017.
- Shao G and Sang N (2017). Regularized max-min linear discriminant analysis, Pattern Recognition, 66:C, (353-363), Online publication date: 1-Jun-2017.
- Npoles G, Falcon R, Papageorgiou E, Bello R and Vanhoof K (2017). Rough cognitive ensembles, International Journal of Approximate Reasoning, 85:C, (79-96), Online publication date: 1-Jun-2017.
- Libal U and Hasiewicz Z (2017). Risk upper bound for a NM-type multiresolution classification scheme of random signals by Daubechies wavelets, Engineering Applications of Artificial Intelligence, 62:C, (109-123), Online publication date: 1-Jun-2017.
- Mlynarczuk M and Skiba M (2017). The application of artificial intelligence for the identification of the maceral groups and mineral components of coal, Computers & Geosciences, 103:C, (133-141), Online publication date: 1-Jun-2017.
- Yang X, Huang K, Goulermas J and Zhang R (2017). Joint Learning of Unsupervised Dimensionality Reduction and Gaussian Mixture Model, Neural Processing Letters, 45:3, (791-806), Online publication date: 1-Jun-2017.
- Valencia-Ramírez J, Graff M, Escalante H and Cerda-Jacobo J (2017). An iterative genetic programming approach to prototype generation, Genetic Programming and Evolvable Machines, 18:2, (123-147), Online publication date: 1-Jun-2017.
- Sun L, Guo C, Liu C and Xiong H (2017). Fast affinity propagation clustering based on incomplete similarity matrix, Knowledge and Information Systems, 51:3, (941-963), Online publication date: 1-Jun-2017.
- Cheng D, Zhang S, Liu X, Sun K and Zong M (2017). Feature selection by combining subspace learning with sparse representation, Multimedia Systems, 23:3, (285-291), Online publication date: 1-Jun-2017.
- de Assis Boldt F, Rauber T and Varejo F (2017). Cascade Feature Selection and ELM for automatic fault diagnosis of the Tennessee Eastman process, Neurocomputing, 239:C, (238-248), Online publication date: 24-May-2017.
- He L, Li Z and Shen C Performance evaluation of anomaly-detection algorithm for keystroke-typing based insider detection Proceedings of the ACM Turing 50th Celebration Conference - China, (1-7)
- Ji P, Gao X and Hu X (2017). Automatic image annotation by combining generative and discriminant models, Neurocomputing, 236:C, (48-55), Online publication date: 2-May-2017.
- Yoo C, Kim S, Jung J and Ko S (2017). High-dimensional feature extraction using bit-plane decomposition of local binary patterns for robust face recognition, Journal of Visual Communication and Image Representation, 45:C, (11-19), Online publication date: 1-May-2017.
- (2017). Emotion recognition using mobile phones, Computers and Electrical Engineering, 60:C, (1-13), Online publication date: 1-May-2017.
- Islam M and Alajlan N (2017). Biometric template extraction from a heartbeat signal captured from fingers, Multimedia Tools and Applications, 76:10, (12709-12733), Online publication date: 1-May-2017.
- Wang B, Zhang L, Wu C, Li F and Zhang Z (2017). Spectral clustering based on similarity and dissimilarity criterion, Pattern Analysis & Applications, 20:2, (495-506), Online publication date: 1-May-2017.
- Mehri M, Gomez-Krämer P, Héroux P, Boucher A and Mullot R (2017). A texture-based pixel labeling approach for historical books, Pattern Analysis & Applications, 20:2, (325-364), Online publication date: 1-May-2017.
- Lpez J and Maldonado S (2017). Group-penalized feature selection and robust twin SVM classification via second-order cone programming, Neurocomputing, 235:C, (112-121), Online publication date: 26-Apr-2017.
- rje J, Krkkinen S, Meissner K, Iosifidis A, Ince T, Gabbouj M and Kiranyaz S (2017). The effect of automated taxa identification errors on biological indices, Expert Systems with Applications: An International Journal, 72:C, (108-120), Online publication date: 15-Apr-2017.
- Marinho L, Almeida J, Souza J, Albuquerque V and Rebouas Filho P (2017). A novel mobile robot localization approach based on topological maps using classification with reject option in omnidirectional images, Expert Systems with Applications: An International Journal, 72:C, (1-17), Online publication date: 15-Apr-2017.
- Neto R, Jorge Adeodato P and Carolina Salgado A (2017). A framework for data transformation in Credit Behavioral Scoring applications based on Model Driven Development, Expert Systems with Applications: An International Journal, 72:C, (293-305), Online publication date: 15-Apr-2017.
- Calvo-Zaragoza J and Oncina J (2017). Recognition of pen-based music notation with finite-state machines, Expert Systems with Applications: An International Journal, 72:C, (395-406), Online publication date: 15-Apr-2017.
- Yom-Tov E and Fischer S The Werther Effect Revisited Proceedings of the 26th International Conference on World Wide Web Companion, (1561-1566)
- Jensen D, Lundkvist A and Hammouda I On the significance of relationship directions in clustering algorithms for reverse engineering Proceedings of the Symposium on Applied Computing, (1239-1244)
- Guru D, Kumar N and Suhil M (2017). Feature Selection of Interval Valued Data Through Interval K-Means Clustering, International Journal of Computer Vision and Image Processing, 7:2, (64-80), Online publication date: 1-Apr-2017.
- Hiremath P and Bhusnurmath R (2017). Performance Analysis of Anisotropic Diffusion Based Colour Texture Descriptors in Industrial Applications, International Journal of Computer Vision and Image Processing, 7:2, (50-63), Online publication date: 1-Apr-2017.
- Berikov V (2017). Construction of an optimal collective decision in cluster analysis on the basis of an averaged co-association matrix and cluster validity indices, Pattern Recognition and Image Analysis, 27:2, (153-165), Online publication date: 1-Apr-2017.
- Jing X, Wu F, Dong X and Xu B (2017). An Improved SDA Based Defect Prediction Framework for Both Within-Project and Cross-Project Class-Imbalance Problems, IEEE Transactions on Software Engineering, 43:4, (321-339), Online publication date: 1-Apr-2017.
- Patraucean V, Gurdjos P and Grompone von Gioi R (2017). Joint A Contrario Ellipse and Line Detection, IEEE Transactions on Pattern Analysis and Machine Intelligence, 39:4, (788-802), Online publication date: 1-Apr-2017.
- Murthy C (2017). Bridging Feature Selection and Extraction, IEEE Transactions on Knowledge and Data Engineering, 29:4, (757-770), Online publication date: 1-Apr-2017.
- Hiremath P and Bhusnurmath R (2017). Multiresolution LDBP descriptors for texture classification using anisotropic diffusion with an application to wood texture analysis, Pattern Recognition Letters, 89:C, (8-17), Online publication date: 1-Apr-2017.
- Nguyen B, Morell C and De Baets B (2017). Supervised distance metric learning through maximization of the Jeffrey divergence, Pattern Recognition, 64:C, (215-225), Online publication date: 1-Apr-2017.
- Calvo-Zaragoza J and Oncina J (2017). An efficient approach for Interactive Sequential Pattern Recognition, Pattern Recognition, 64:C, (295-304), Online publication date: 1-Apr-2017.
- Chai J, Chen B, Liu F, Chen Z and Ding X (2017). Multiple-Instance feature extraction at the bag and instance levels using the maximum trace-difference criterion, Information Sciences: an International Journal, 385:C, (353-377), Online publication date: 1-Apr-2017.
- Tiwari A, Kanhangad V and Pachori R (2017). Histogram refinement for texture descriptor based image retrieval, Image Communication, 53:C, (73-85), Online publication date: 1-Apr-2017.
- Guo S, Guo D, Chen L and Jiang Q (2017). A L1-regularized feature selection method for local dimension reduction on microarray data, Computational Biology and Chemistry, 67:C, (92-101), Online publication date: 1-Apr-2017.
- Gomes R, Bittencourt L, Madeira E, Cerqueira E and Gerla M (2017). Two-criteria Pareto frontier for virtual network allocation on Edge-as-a-Service networks, Computer Communications, 102:C, (58-66), Online publication date: 1-Apr-2017.
- Sanz J, Paternain D, Galar M, Fernandez J, Reyero D and Belzunegui T (2017). A new survival status prediction system for severe trauma patients based on a multiple classifier system, Computer Methods and Programs in Biomedicine, 142:C, (1-8), Online publication date: 1-Apr-2017.
- Katsuragawa K, Kamal A and Lank E Effect of Motion-Gesture Recognizer Error Pattern on User Workload and Behavior Proceedings of the 22nd International Conference on Intelligent User Interfaces, (439-449)
- Sivasankaran S, Vincent E and Illina I Discriminative importance weighting of augmented training data for acoustic model training 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), (4885-4889)
- Cole J, Mohammadzadeh F, Bollinger C, Latif T, Bozkurt A and Lobaton E A study on motion mode identification for cyborg roaches 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), (2652-2656)
- Bellur A, Elhilali M, Bellur A and Elhilali M (2017). Feedback-Driven Sensory Mapping Adaptation for Robust Speech Activity Detection, IEEE/ACM Transactions on Audio, Speech and Language Processing, 25:3, (481-492), Online publication date: 1-Mar-2017.
- Bliznuks D, Bolocko K, Sisojevs A and Ayub K (2017). Towards the Scalable Cloud Platform for Non-Invasive Skin Cancer Diagnostics, Procedia Computer Science, 104:C, (468-476), Online publication date: 1-Mar-2017.
- Francis H and Kusiak A (2017). Prediction of Engine Demand with a Data-driven Approach, Procedia Computer Science, 103:C, (28-35), Online publication date: 1-Mar-2017.
- Zhu C and Wang Z (2017). Entropy-based matrix learning machine for imbalanced data sets, Pattern Recognition Letters, 88:C, (72-80), Online publication date: 1-Mar-2017.
- Zhang Z, Bai L, Liang Y and Hancock E (2017). Joint hypergraph learning and sparse regression for feature selection, Pattern Recognition, 63:C, (291-309), Online publication date: 1-Mar-2017.
- Coussement K, Lessmann S and Verstraeten G (2017). A comparative analysis of data preparation algorithms for customer churn prediction, Decision Support Systems, 95:C, (27-36), Online publication date: 1-Mar-2017.
- Bermejo S (2017). Ensembles of wrappers for automated feature selection in fish age classification, Computers and Electronics in Agriculture, 134:C, (27-32), Online publication date: 1-Mar-2017.
- Kassani P and Teoh A (2017). A new sparse model for traffic sign classification using soft histogram of oriented gradients, Applied Soft Computing, 52:C, (231-246), Online publication date: 1-Mar-2017.
- Gudigar A, Chokkadi S, Raghavendra U and Acharya U (2017). Multiple thresholding and subspace based approach for detection and recognition of traffic sign, Multimedia Tools and Applications, 76:5, (6973-6991), Online publication date: 1-Mar-2017.
- Sutton F, Da Forno R, Gschwend D, Gsell T, Lim R, Beutel J and Thiele L The Design of a Responsive and Energy-efficient Event-triggered Wireless Sensing System Proceedings of the 2017 International Conference on Embedded Wireless Systems and Networks, (144-155)
- Li Y, Yang M, Xu Z and Zhang Z Learning with feature network and label network simultaneously Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, (1410-1416)
- Banday S and Mir A (2017). Statistical textural feature and deformable model based brain tumor segmentation and volume estimation, Multimedia Tools and Applications, 76:3, (3809-3828), Online publication date: 1-Feb-2017.
- Marra F, Poggi G, Sansone C and Verdoliva L (2017). A study of co-occurrence based local features for camera model identification, Multimedia Tools and Applications, 76:4, (4765-4781), Online publication date: 1-Feb-2017.
- Yang W, Sun C, Zheng W and Ricanek K (2017). Gender classification using 3D statistical models, Multimedia Tools and Applications, 76:3, (4491-4503), Online publication date: 1-Feb-2017.
- Medina-Pérez M, Monroy R, Camiña J and García-Borroto M (2017). Bagging-TPMiner, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 21:3, (557-569), Online publication date: 1-Feb-2017.
- Acharya U, Fujita H, Adam M, Lih O, Sudarshan V, Hong T, Koh J, Hagiwara Y, Chua C, Poo C and San T (2017). Automated characterization and classification of coronary artery disease and myocardial infarction by decomposition of ECG signals, Information Sciences: an International Journal, 377:C, (17-29), Online publication date: 20-Jan-2017.
- Schramm R, Nunes H and Jung C (2016). Audiovisual Tool for Solfège Assessment, ACM Transactions on Multimedia Computing, Communications, and Applications, 13:1, (1-21), Online publication date: 17-Jan-2017.
- Pacola E, Quandt V, Liberalesso P, Pichorim S, Schneider F and Gamba H (2017). A versatile EEG spike detector with multivariate matrix of features based on the linear discriminant analysis, combined wavelets, and descriptors, Pattern Recognition Letters, 86:C, (31-37), Online publication date: 15-Jan-2017.
- Angiulli F (2017). On the behavior of intrinsically high-dimensional spaces, The Journal of Machine Learning Research, 18:1, (6209-6268), Online publication date: 1-Jan-2017.
- Sourati J, Akcakaya M, Leen T, Erdogmus D and Dy J (2017). Asymptotic analysis of objectives based on fisher information in active learning, The Journal of Machine Learning Research, 18:1, (1123-1163), Online publication date: 1-Jan-2017.
- Khan S, Hussain M, Aboalsamh H and Bebis G (2017). A comparison of different Gabor feature extraction approaches for mass classification in mammography, Multimedia Tools and Applications, 76:1, (33-57), Online publication date: 1-Jan-2017.
- Dubey V and Saxena A (2017). A Cosine-Similarity Mutual-Information Approach for Feature Selection on High Dimensional Datasets, Journal of Information Technology Research, 10:1, (15-28), Online publication date: 1-Jan-2017.
- Nalepa J, Blocho M, Nguyen N, Núñez M and Trawiński B (2017). Adaptive guided ejection search for pickup and delivery with time windows, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 32:2, (1547-1559), Online publication date: 1-Jan-2017.
- Mahdi F, Habib M, Ahad M, Mckeever S, Moslehuddin A, Vasant P, Vasant P and Watada J (2017). Face recognition-based real-time system for surveillance, Intelligent Decision Technologies, 11:1, (79-92), Online publication date: 1-Jan-2017.
- Jiang T, Huang T, Zhao X, Ma T and Papakostas G (2017). Patch-Based Principal Component Analysis for Face Recognition, Computational Intelligence and Neuroscience, 2017, Online publication date: 1-Jan-2017.
- Mariooryad S and Busso C (2017). The Cost of Dichotomizing Continuous Labels for Binary Classification Problems, IEEE Transactions on Affective Computing, 8:1, (119-130), Online publication date: 1-Jan-2017.
- Bertini J, Nicoletti M and Zhao L (2017). Attribute-based Decision Graphs, Neural Networks, 85:C, (69-84), Online publication date: 1-Jan-2017.
- Hamouchene I and Aouat S (2017). A new approach for texture segmentation based on NBP method, Multimedia Tools and Applications, 76:2, (1921-1940), Online publication date: 1-Jan-2017.
- Khare M, Srivastava R and Khare A (2017). Object tracking using combination of daubechies complex wavelet transform and Zernike moment, Multimedia Tools and Applications, 76:1, (1247-1290), Online publication date: 1-Jan-2017.
- Kirmani E and Hood C (2017). A Decision-Theoretic Approach to Network Fault Diagnosis and Follow-up Action, Journal of Network and Systems Management, 25:1, (159-179), Online publication date: 1-Jan-2017.
- Kalinić H, Mihanović H, Cosoli S, Tudor M and Vilibić I (2017). Predicting ocean surface currents using numerical weather prediction model and Kohonen neural network, Neural Computing and Applications, 28:1, (611-620), Online publication date: 1-Jan-2017.
- Bicego M and Baldo S (2016). Properties of the BoxCox transformation for pattern classification, Neurocomputing, 218:C, (390-400), Online publication date: 19-Dec-2016.
- Gao G and Wang C (2016). Nonlinear discriminant analysis based on vanishing component analysis, Neurocomputing, 218:C, (172-184), Online publication date: 19-Dec-2016.
- Sajjadi M, Seyedhosseini M and Tasdizen T (2016). Disjunctive normal networks, Neurocomputing, 218:C, (276-285), Online publication date: 19-Dec-2016.
- Hameed A, Karlik B and Salman M (2016). Back-propagation algorithm with variable adaptive momentum, Knowledge-Based Systems, 114:C, (79-87), Online publication date: 15-Dec-2016.
- Paternain D, Bustince H, Pagola M, Sussner P, Kolesrov A and Mesiar R (2016). Capacities and overlap indexes with an application in fuzzy rule-based classification systems, Fuzzy Sets and Systems, 305:C, (70-94), Online publication date: 15-Dec-2016.
- Oh S, Yoo S and Pedrycz W (2016). A comparative study of feature extraction methods and their application to P-RBF NNs in face recognition problem, Fuzzy Sets and Systems, 305:C, (131-148), Online publication date: 15-Dec-2016.
- Abreu P, Santos M, Abreu M, Andrade B and Silva D (2016). Predicting Breast Cancer Recurrence Using Machine Learning Techniques, ACM Computing Surveys, 49:3, (1-40), Online publication date: 13-Dec-2016.
- Gutiérrez P, Lastra M, Bacardit J, Benítez J and Herrera F (2016). GPU-SME-kNN, Information Sciences: an International Journal, 373:C, (165-182), Online publication date: 10-Dec-2016.
- Dvoenko S and Pshenichny D A recovering of violated metric in machine learning Proceedings of the 7th Symposium on Information and Communication Technology, (15-21)
- Torres G and Benitez V Finger Position Classification from Myoelectric Signal using Time Domain Based Features Proceedings of the 4th International Conference on Control, Mechatronics and Automation, (173-177)
- Yan Z, Luo W, Bu C and Ni L Clustering spatial data by the neighbors intersection and the density difference Proceedings of the 3rd IEEE/ACM International Conference on Big Data Computing, Applications and Technologies, (217-226)
- Gu F, Sridhar M, Cohn A, Hogg D, Flrez-Revuelta F, Monekosso D and Remagnino P (2016). Weakly supervised activity analysis with spatio-temporal localisation, Neurocomputing, 216:C, (778-789), Online publication date: 5-Dec-2016.
- Matsubara M, Augereau O, Sanches C and Kise K Emotional arousal estimation while reading comics based on physiological signal analysis Proceedings of the 1st International Workshop on coMics ANalysis, Processing and Understanding, (1-4)
- Mosleh S, Ashdown J, Matyjas J, Medley M, Zhang J and Liu L (2016). Interference Alignment for Downlink Multi-Cell LTE-Advanced Systems With Limited Feedback, IEEE Transactions on Wireless Communications, 15:12, (8107-8121), Online publication date: 1-Dec-2016.
- Bays M, Shende A and Stilwell D (2016). Multi-agent motion planning using Bayes risk, Robotics and Autonomous Systems, 86:C, (1-12), Online publication date: 1-Dec-2016.
- Nanni L, Salvatore C, Cerasa A and Castiglioni I (2016). Combining multiple approaches for the early diagnosis of Alzheimer's Disease, Pattern Recognition Letters, 84:C, (259-266), Online publication date: 1-Dec-2016.
- Lu G, Zou J, Wang Y and Wang Z (2016). L1-norm-based principal component analysis with adaptive regularization, Pattern Recognition, 60:C, (901-907), Online publication date: 1-Dec-2016.
- Li H and Suen C (2016). Robust face recognition based on dynamic rank representation, Pattern Recognition, 60:C, (13-24), Online publication date: 1-Dec-2016.
- Luo J, Jiao L, Shang R and Liu F (2016). Learning simultaneous adaptive clustering and classification via MOEA, Pattern Recognition, 60:C, (37-50), Online publication date: 1-Dec-2016.
- Amorim W, Falcão A, Papa J and Carvalho M (2016). Improving semi-supervised learning through optimum connectivity, Pattern Recognition, 60:C, (72-85), Online publication date: 1-Dec-2016.
- Bernardi M, Cimitile M, Di Francescomarino C and Maggi F (2016). Do activity lifecycles affect the validity of a business rule in a business process?, Information Systems, 62:C, (42-59), Online publication date: 1-Dec-2016.
- Jele u, Krzyak A, Fevens T and Jele M (2016). Influence of feature set reduction on breast cancer malignancy classification of fine needle aspiration biopsies, Computers in Biology and Medicine, 79:C, (80-91), Online publication date: 1-Dec-2016.
- Pehlivanl A, Akgil B and Glay G (2016). Indicator selection with committee decision of filter methods for stock market price trend in ISE, Applied Soft Computing, 49:C, (792-800), Online publication date: 1-Dec-2016.
- Esmaelian M, Shahmoradi H and Vali M (2016). A novel classification method, Applied Soft Computing, 49:C, (56-70), Online publication date: 1-Dec-2016.
- Duan F (2016). Shot Segmentation for Binocular Stereoscopic Video Based on Spatial---Temporal Feature Clustering, 3D Research, 7:4, (1-12), Online publication date: 1-Dec-2016.
- Chen S, Wu X and Zhang R (2016). A Novel Twin Support Vector Machine for Binary Classification Problems, Neural Processing Letters, 44:3, (795-811), Online publication date: 1-Dec-2016.
- Martínez Y, Trujillo L, Legrand P and Galván-López E (2016). Prediction of expected performance for a genetic programming classifier, Genetic Programming and Evolvable Machines, 17:4, (409-449), Online publication date: 1-Dec-2016.
- Benabdeslem K, Elghazel H and Hindawi M (2016). Ensemble constrained Laplacian score for efficient and robust semi-supervised feature selection, Knowledge and Information Systems, 49:3, (1161-1185), Online publication date: 1-Dec-2016.
- Chen J, Lopresti D and Nagy G (2016). Conservative preprocessing of document images, International Journal on Document Analysis and Recognition, 19:4, (321-333), Online publication date: 1-Dec-2016.
- Li Y, U L, Yiu M and Gong Z (2016). Efficient discovery of longest-lasting correlation in sequence databases, The VLDB Journal — The International Journal on Very Large Data Bases, 25:6, (767-790), Online publication date: 1-Dec-2016.
- (2016). Data-based fault detection in chemical processes, Expert Systems with Applications: An International Journal, 63:C, (35-48), Online publication date: 30-Nov-2016.
- Kumar M, Pachori R and Rajendra Acharya U (2016). An efficient automated technique for CAD diagnosis using flexible analytic wavelet transform and entropy features extracted from HRV signals, Expert Systems with Applications: An International Journal, 63:C, (165-172), Online publication date: 30-Nov-2016.
- Sieranoja S, Kinnunen T and Fränti P GPS Trajectory Biometrics: From Where You Were to How You Move Structural, Syntactic, and Statistical Pattern Recognition, (450-460)
- Robles-Kelly A Least-Squares Regression with Unitary Constraints for Network Behaviour Classification Structural, Syntactic, and Statistical Pattern Recognition, (26-36)
- Radziszewski R, Ngankam H, Pigot H, Grégoire V, Lorrain D and Giroux S An ambient assisted living nighttime wandering system for elderly Proceedings of the 18th International Conference on Information Integration and Web-based Applications and Services, (368-374)
- Xu K, Kim V, Huang Q, Mitra N and Kalogerakis E Data-driven shape analysis and processing SIGGRAPH ASIA 2016 Courses, (1-38)
- Fisch D, Gruhl C, Kalkowski E, Sick B and Ovaska S (2016). Towards automation of knowledge understanding, Information Sciences: an International Journal, 370:C, (476-496), Online publication date: 20-Nov-2016.
- Liu L, Wang L, Zhao L and Fieguth P (2016). Random projections and Single BoW for fast and Robust texture segmentation, Information Sciences: an International Journal, 370:C, (428-445), Online publication date: 20-Nov-2016.
- Solorio-Fernández S, Carrasco-Ochoa J and Martínez-Trinidad J (2016). A new hybrid filter-wrapper feature selection method for clustering based on ranking, Neurocomputing, 214:C, (866-880), Online publication date: 19-Nov-2016.
- Fragos K and Skourlas C Smoothing Class Frequencies for KNN Medical Article Classification Proceedings of the 20th Pan-Hellenic Conference on Informatics, (1-4)
- Iosifidis A and Gabbouj M (2016). Scaling Up Class-Specific Kernel Discriminant Analysis for Large-Scale Face Verification, IEEE Transactions on Information Forensics and Security, 11:11, (2453-2465), Online publication date: 1-Nov-2016.
- Jensen J, Taal C, Jensen J and Taal C (2016). An Algorithm for Predicting the Intelligibility of Speech Masked by Modulated Noise Maskers, IEEE/ACM Transactions on Audio, Speech and Language Processing, 24:11, (2009-2022), Online publication date: 1-Nov-2016.
- Malik H, Subbalakshmi K and Chandramouli R (2016). Joint-channel modeling to attack QIM steganography, Multimedia Tools and Applications, 75:21, (13585-13611), Online publication date: 1-Nov-2016.
- Muthuramalingam S, Karthikeyan N, Geetha S and Sindhu S (2016). Stego anomaly detection in images exploiting the curvelet higher order statistics using evolutionary support vector machine, Multimedia Tools and Applications, 75:21, (13627-13661), Online publication date: 1-Nov-2016.
- Vigneron V and Chen H (2016). A multi-scale seriation algorithm for clustering sparse imbalanced data, Pattern Analysis & Applications, 19:4, (885-903), Online publication date: 1-Nov-2016.
- Kobayashi T (2016). Discriminative local binary pattern, Machine Vision and Applications, 27:8, (1175-1186), Online publication date: 1-Nov-2016.
- (2016). A population initialization method for evolutionary algorithms based on clustering and Cauchy deviates, Expert Systems with Applications: An International Journal, 60:C, (294-310), Online publication date: 30-Oct-2016.
- Hou Q, Zhen L, Deng N and Jing L (2016). Novel Grouping Method-based support vector machine plus for structured data, Neurocomputing, 211:C, (191-201), Online publication date: 26-Oct-2016.
- Jacobusse G and Veenman C On Selection Bias with Imbalanced Classes Discovery Science, (325-340)
- Zhu X, Suk H, Thung K, Zhu Y, Wu G and Shen D Joint Discriminative and Representative Feature Selection for Alzheimer’s Disease Diagnosis Machine Learning in Medical Imaging, (77-85)
- Würfl T, Ghesu F, Christlein V and Maier A Deep Learning Computed Tomography Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, (432-440)
- Peng J, An L, Zhu X, Jin Y and Shen D Structured Sparse Kernel Learning for Imaging Genetics Based Alzheimer’s Disease Diagnosis Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016, (70-78)
- Taranta E, Maghoumi M, Pittman C and LaViola J A Rapid Prototyping Approach to Synthetic Data Generation for Improved 2D Gesture Recognition Proceedings of the 29th Annual Symposium on User Interface Software and Technology, (873-885)
- Yamamura D, Ayaka S and Tateno T An Analysis of Current Source Density Profiles Activated by Local Stimulation in the Mouse Auditory Cortex in Vitro Proceedings of the 23rd International Conference on Neural Information Processing - Volume 9948, (353-362)
- Cascio D, Taormina V, Cipolla M, Bruno S, Fauci F and Raso G (2016). A multi-process system for HEp-2 cells classification based on SVM, Pattern Recognition Letters, 82:P1, (56-63), Online publication date: 15-Oct-2016.
- Nanni L, Lumini A, dos Santos F, Paci M and Hyttinen J (2016). Ensembles of dense and dense sampling descriptors for the HEp-2 cells classification problem, Pattern Recognition Letters, 82:P1, (28-35), Online publication date: 15-Oct-2016.
- Ollander S, Godin C, Campagne A and Charbonnier S A comparison of wearable and stationary sensors for stress detection 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC), (004362-004366)
- Singha J, Misra S and Laskar R (2016). Effect of variation in gesticulation pattern in dynamic hand gesture recognition system, Neurocomputing, 208:C, (269-280), Online publication date: 5-Oct-2016.
- Brunton B, Brunton S, Proctor J and Kutz J (2016). Sparse Sensor Placement Optimization for Classification, SIAM Journal on Applied Mathematics, 76:5, (2099-2122), Online publication date: 1-Oct-2016.
- Kausar N, Majid A and Javed S (2016). Developing learning based intelligent fusion for deblurring confocal microscopic images, Engineering Applications of Artificial Intelligence, 55:C, (339-352), Online publication date: 1-Oct-2016.
- Sreevani and Murthy C (2016). On bandwidth selection using minimal spanning tree for kernel density estimation, Computational Statistics & Data Analysis, 102:C, (67-84), Online publication date: 1-Oct-2016.
- Sachdeva J, Kumar V, Gupta I, Khandelwal N and Ahuja C (2016). A package-SFERCB-"Segmentation, feature extraction, reduction and classification analysis by both SVM and ANN for brain tumors", Applied Soft Computing, 47:C, (151-167), Online publication date: 1-Oct-2016.
- Zhang Y, Zhang J, Pan Z and Zhang D (2016). Multi-view dimensionality reduction via canonical random correlation analysis, Frontiers of Computer Science: Selected Publications from Chinese Universities, 10:5, (856-869), Online publication date: 1-Oct-2016.
- Lu G, Wang Y and Zou J (2016). Graph Maximum Margin Criterion for Face Recognition, Neural Processing Letters, 44:2, (387-405), Online publication date: 1-Oct-2016.
- Zhu Y, Wang Z and Gao D (2016). Matrixized Learning Machine with Feature-Clustering Interpolation, Neural Processing Letters, 44:2, (291-306), Online publication date: 1-Oct-2016.
- Yun N and Lee S (2016). Analysis of effectiveness of tsunami evacuation principles in the 2011 Great East Japan tsunami by using text mining, Multimedia Tools and Applications, 75:20, (12955-12966), Online publication date: 1-Oct-2016.
- Amiri M, Bakhshandeh Amnieh H, Hasanipanah M and Mohammad Khanli L (2016). A new combination of artificial neural network and K-nearest neighbors models to predict blast-induced ground vibration and air-overpressure, Engineering with Computers, 32:4, (631-644), Online publication date: 1-Oct-2016.
- Clark A and Moodley D A System for a Hand Gesture-Manipulated Virtual Reality Environment Proceedings of the Annual Conference of the South African Institute of Computer Scientists and Information Technologists, (1-10)
- Yao C and Cheng G (2016). Approximative Bayes optimality linear discriminant analysis for Chinese handwriting character recognition, Neurocomputing, 207:C, (346-353), Online publication date: 26-Sep-2016.
- Hina K and Jondhale K SIFT & MRLBP Descriptors Based Age Invariant Face Recognition Proceedings of the Third International Symposium on Computer Vision and the Internet, (81-87)
- Bertini Junior J, Nicoletti M and Zhao L (2016). An embedded imputation method via Attribute-based Decision Graphs, Expert Systems with Applications: An International Journal, 57:C, (159-177), Online publication date: 15-Sep-2016.
- Woźniak M, Ksieniewicz P, Cyganek B and Walkowiak K Ensembles of Heterogeneous Concept Drift Detectors - Experimental Study Computer Information Systems and Industrial Management, (538-549)
- Hoseini E and Mansoori E (2016). Selecting discriminative features in social media data, Neurocomputing, 205:C, (463-471), Online publication date: 12-Sep-2016.
- Yu J and Kim S (2016). Density-based geodesic distance for identifying the noisy and nonlinear clusters, Information Sciences: an International Journal, 360:C, (231-243), Online publication date: 10-Sep-2016.
- Kumar S, Bhuyan M and Chakraborty B (2016). Extraction of informative regions of a face for facial expression recognition, IET Computer Vision, 10:6, (567-576), Online publication date: 1-Sep-2016.
- Rikhtegar A, Pooyan M and Manzuri‐Shalmani M (2016). Genetic algorithm‐optimised structure of convolutional neural network for face recognition applications, IET Computer Vision, 10:6, (559-566), Online publication date: 1-Sep-2016.
- Manjunatha K, Manjunath S, Guru D and Somashekara M (2016). Online signature verification based on writer dependent features and classifiers, Pattern Recognition Letters, 80:C, (129-136), Online publication date: 1-Sep-2016.
- Iosifidis A and Gabbouj M (2016). Nyström-based approximate kernel subspace learning, Pattern Recognition, 57:C, (190-197), Online publication date: 1-Sep-2016.
- Sáez J, Krawczyk B and Woźniak M (2016). Analyzing the oversampling of different classes and types of examples in multi-class imbalanced datasets, Pattern Recognition, 57:C, (164-178), Online publication date: 1-Sep-2016.
- Daqi G, Ahmed D, Lili G, Zejian W and Zhe W (2016). Pseudo-inverse linear discriminants for the improvement of overall classification accuracies, Neural Networks, 81:C, (59-71), Online publication date: 1-Sep-2016.
- Dornaika F, Kamal Aldine I and Hadid A (2016). Kernel sparse modeling for prototype selection, Knowledge-Based Systems, 107:C, (61-69), Online publication date: 1-Sep-2016.
- Zhang J, Fang M, Wu J and Li X (2016). Robust label compression for multi-label classification, Knowledge-Based Systems, 107:C, (32-42), Online publication date: 1-Sep-2016.
- Casteleiro-Roca J, Quintián H, Calvo-Rolle J, Corchado E, del Carmen Meizoso-López M and Piñón-Pazos A (2016). An intelligent fault detection system for a heat pump installation based on a geothermal heat exchanger, Journal of Applied Logic, 17:C, (36-47), Online publication date: 1-Sep-2016.
- Isler Y (2016). Discrimination of systolic and diastolic dysfunctions using multi-layer perceptron in heart rate variability analysis, Computers in Biology and Medicine, 76:C, (113-119), Online publication date: 1-Sep-2016.
- Donis-González I and Guyer D (2016). Classification of processing asparagus sections using color images, Computers and Electronics in Agriculture, 127:C, (236-241), Online publication date: 1-Sep-2016.
- Chelotti J, Vanrell S, Milone D, Utsumi S, Galli J, Rufiner H and Giovanini L (2016). A real-time algorithm for acoustic monitoring of ingestive behavior of grazing cattle, Computers and Electronics in Agriculture, 127:C, (64-75), Online publication date: 1-Sep-2016.
- Raghavendra U, Rajendra Acharya U, Fujita H, Gudigar A, Tan J and Chokkadi S (2016). Application of Gabor wavelet and Locality Sensitive Discriminant Analysis for automated identification of breast cancer using digitized mammogram images, Applied Soft Computing, 46:C, (151-161), Online publication date: 1-Sep-2016.
- Chrost L and Chydzinski A (2016). On the deterministic approach to active queue management, Telecommunications Systems, 63:1, (27-44), Online publication date: 1-Sep-2016.
- Calvo-Zaragoza J, Micó L and Oncina J (2016). Music staff removal with supervised pixel classification, International Journal on Document Analysis and Recognition, 19:3, (211-219), Online publication date: 1-Sep-2016.
- Luengo-Sanchez S, Bielza C and Larrañaga P Hybrid Gaussian and von mises model-based clustering Proceedings of the Twenty-second European Conference on Artificial Intelligence, (855-862)
- Valero-Mas J, Calvo-Zaragoza J and Rico-Juan J (2016). On the suitability of Prototype Selection methods for kNN classification with distributed data, Neurocomputing, 203:C, (150-160), Online publication date: 26-Aug-2016.
- Bogawar P and Bhoyar K Soft Computing Approaches to Classification of Emails for Sentiment Analysis Proceedings of the International Conference on Informatics and Analytics, (1-7)
- Zhang C and Han Y TSMV Proceedings of the International Conference on Internet Multimedia Computing and Service, (39-42)
- Li Y, Wang Y, Wang Y, Jiao L and Liu Y (2016). Quantum clustering using kernel entropy component analysis, Neurocomputing, 202:C, (36-48), Online publication date: 19-Aug-2016.
- Calvo-Zaragoza J, Vigliensoni G and Fujinaga I Document Analysis for Music Scores via Machine Learning Proceedings of the 3rd International Workshop on Digital Libraries for Musicology, (37-40)
- Xenaki S, Koutroumbas K and Rontogiannis A (2016). A Novel Adaptive Possibilistic Clustering Algorithm, IEEE Transactions on Fuzzy Systems, 24:4, (791-810), Online publication date: 1-Aug-2016.
- Zhao Z, Cheung Y, Hu H and Wu X (2016). Corrupted and occluded face recognition via cooperative sparse representation, Pattern Recognition, 56:C, (77-87), Online publication date: 1-Aug-2016.
- Yang K, Dou Y, Lv S, Zhang F and Lv Q (2016). Relative distance features for gait recognition with Kinect, Journal of Visual Communication and Image Representation, 39:C, (209-217), Online publication date: 1-Aug-2016.
- Huang P, Lai Z, Gao G, Yang G and Yang Z (2016). Adaptive linear discriminant regression classification for face recognition, Digital Signal Processing, 55:C, (78-84), Online publication date: 1-Aug-2016.
- Sengupta N, Sahidullah M and Saha G (2016). Lung sound classification using cepstral-based statistical features, Computers in Biology and Medicine, 75:C, (118-129), Online publication date: 1-Aug-2016.
- Lin G, Chang M, Chang Y and Yeh C (2016). A gender classification scheme based on multi-region feature extraction and information fusion for unconstrained images, Multimedia Tools and Applications, 75:16, (9775-9795), Online publication date: 1-Aug-2016.
- Jensen U, Kugler P, Ring M and Eskofier B (2016). Approaching the accuracy---cost conflict in embedded classification system design, Pattern Analysis & Applications, 19:3, (839-855), Online publication date: 1-Aug-2016.
- Chen L, Ye Y, Guo G and Zhu J (2016). Kernel-based linear classification on categorical data, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 20:8, (2981-2993), Online publication date: 1-Aug-2016.
- Li Y, Yang G, He H, Jiao L and Shang R (2016). A study of large-scale data clustering based on fuzzy clustering, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 20:8, (3231-3242), Online publication date: 1-Aug-2016.
- Shao C, Song X, Yang X and Wu X (2016). Extended minimum-squared error algorithm for robust face recognition via auxiliary mirror samples, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 20:8, (3177-3187), Online publication date: 1-Aug-2016.
- Dan O and Davison B (2016). Measuring and Predicting Search Engine Users’ Satisfaction, ACM Computing Surveys, 49:1, (1-35), Online publication date: 28-Jul-2016.
- Martin S and Quach T Interactive Visualization of Multivariate Time Series Data Proceedings, Part II, of the 10th International Conference on Foundations of Augmented Cognition: Neuroergonomics and Operational Neuroscience - Volume 9744, (322-332)
- Chen L and Li B Clustering-based joint feature selection for semantic attribute prediction Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, (3338-3344)
- Zhou Y and Lu H Probabilistic rank-one matrix analysis with concurrent regularization Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, (2428-2434)
- Jiang B, Ding C and Luo B Robust out-of-sample data recovery Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, (1634-1639)
- Han Y and Shen Y Partially supervised graph embedding for positive unlabelled feature selection Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, (1548-1554)
- Iyengar V, Coleman G, Tinapple D and Turaga P Motion, Captured Proceedings of the 3rd International Symposium on Movement and Computing, (1-6)
- Cong Y, Wang S, Fan B, Yang Y and Yu H (2016). UDSFS, Neurocomputing, 196:C, (150-158), Online publication date: 5-Jul-2016.
- Skoumas G, Pfoser D, Kyrillidis A and Sellis T (2016). Location Estimation Using Crowdsourced Spatial Relations, ACM Transactions on Spatial Algorithms and Systems, 2:2, (1-23), Online publication date: 1-Jul-2016.
- Roy H and Bhattacharjee D (2016). Local-Gravity-Face (
LG-face ) for Illumination-Invariant and Heterogeneous Face Recognition, IEEE Transactions on Information Forensics and Security, 11:7, (1412-1424), Online publication date: 1-Jul-2016. - Wei L, Wang X, Yin J and Wu A (2016). Spectral clustering steered low-rank representation for subspace segmentation, Journal of Visual Communication and Image Representation, 38:C, (386-395), Online publication date: 1-Jul-2016.
- Lu G, Tang G and Zou J (2016). Spare L1-norm-based maximum margin criterion, Journal of Visual Communication and Image Representation, 38:C, (11-17), Online publication date: 1-Jul-2016.
- Li Y, Zhang S and Zhang L (2016). Mining location-aware discriminative blocklets for recognizing landmark architectures, Multimedia Systems, 22:4, (455-464), Online publication date: 1-Jul-2016.
- Fernández-Gámez M, García-Lagos F and Sánchez-Serrano J (2016). Integrating corporate governance and financial variables for the identification of qualified audit opinions with neural networks, Neural Computing and Applications, 27:5, (1427-1444), Online publication date: 1-Jul-2016.
- Basak J, Wadhwani K and Voruganti K (2016). Storage Workload Identification, ACM Transactions on Storage, 12:3, (1-30), Online publication date: 27-Jun-2016.
- Billiet L, Swinnen T, Westhovens R, de Vlam K and Van Huffel S Activity recognition for physical therapy Proceedings of the 3rd International Workshop on Sensor-based Activity Recognition and Interaction, (1-6)
- Hua J, Wang H, Ren M and Huang H (2016). Dimension reduction using collaborative representation reconstruction based projections, Neurocomputing, 193:C, (1-6), Online publication date: 12-Jun-2016.
- Goswami M and Mitra S (2016). Classification of Printed Gujarati Characters Using Low-Level Stroke Features, ACM Transactions on Asian and Low-Resource Language Information Processing, 15:4, (1-26), Online publication date: 2-Jun-2016.
- Woniak M, Ksieniewicz P, Cyganek B, Kasprzak A and Walkowiak K (2016). Active Learning Classification of Drifted Streaming Data, Procedia Computer Science, 80:C, (1724-1733), Online publication date: 1-Jun-2016.
- Jankowski D, Jackowski K and Cyganek B (2016). Learning Decision Trees from Data Streams with Concept Drift, Procedia Computer Science, 80:C, (1682-1691), Online publication date: 1-Jun-2016.
- Ahad N, Qadir J and Ahsan N (2016). Neural networks in wireless networks, Journal of Network and Computer Applications, 68:C, (1-27), Online publication date: 1-Jun-2016.
- Freire P and Ferrari R (2016). Automatic iterative segmentation of multiple sclerosis lesions using Student's t mixture models and probabilistic anatomical atlases in FLAIR images, Computers in Biology and Medicine, 73:C, (10-23), Online publication date: 1-Jun-2016.
- Wang Z, Yang W and Shen F (2016). Face Recognition Using A Low Rank Representation Based Projections Method, Neural Processing Letters, 43:3, (823-835), Online publication date: 1-Jun-2016.
- Lu G, Zou J and Wang Y (2016). A New and Fast Implementation of Orthogonal LDA Algorithm and Its Incremental Extension, Neural Processing Letters, 43:3, (687-707), Online publication date: 1-Jun-2016.
- Kim H, Choi J, Lee S and Ro Y (2016). Feature scalability for a low complexity face recognition with unconstrained spatial resolution, Multimedia Tools and Applications, 75:12, (6887-6908), Online publication date: 1-Jun-2016.
- Haleem M, Han L, Hemert J, Fleming A, Pasquale L, Silva P, Song B and Aiello L (2016). Regional Image Features Model for Automatic Classification between Normal and Glaucoma in Fundus and Scanning Laser Ophthalmoscopy (SLO) Images, Journal of Medical Systems, 40:6, (1-19), Online publication date: 1-Jun-2016.
- Li X, Qing S, Zhang H, Wang T and Yang H (2016). Kernel methods for word sense disambiguation, Artificial Intelligence Review, 46:1, (41-58), Online publication date: 1-Jun-2016.
- Hussain S and Bashir S (2016). Co-clustering of multi-view datasets, Knowledge and Information Systems, 47:3, (545-570), Online publication date: 1-Jun-2016.
- Zhao Y and Huerta R (2016). Improvements on parsimonious extreme learning machine using recursive orthogonal least squares, Neurocomputing, 191:C, (82-94), Online publication date: 26-May-2016.
- Elsharkawy S, Hassan G, Nabhan T and Roushdy M Towards Feature Selection for Cascade Growth Prediction on Twitter Proceedings of the 10th International Conference on Informatics and Systems, (166-172)
- Serwadda A, Phoha V, Wang Z, Kumar R and Shukla D (2016). Toward Robotic Robbery on the Touch Screen, ACM Transactions on Information and System Security, 18:4, (1-25), Online publication date: 6-May-2016.
- Yan H, Yang J and Yang J (2016). Robust Joint Feature Weights Learning Framework, IEEE Transactions on Knowledge and Data Engineering, 28:5, (1327-1339), Online publication date: 1-May-2016.
- Folino G and Sabatino P (2016). Ensemble based collaborative and distributed intrusion detection systems, Journal of Network and Computer Applications, 66:C, (1-16), Online publication date: 1-May-2016.
- Berton F, Cheriet F, Miron M and Laporte C (2016). Segmentation of the spinous process and its acoustic shadow in vertebral ultrasound images, Computers in Biology and Medicine, 72:C, (201-211), Online publication date: 1-May-2016.
- Wang J, Zhang J and Zhao M (2016). On size invariance texture image retrieval by fuzzy logic classifier and scattering statistical features, Pattern Analysis & Applications, 19:2, (509-516), Online publication date: 1-May-2016.
- Chen T, Stepan T, Dick S and Miller J (2016). An investigation of implicit features in compression-based learning for comparing webpages, Pattern Analysis & Applications, 19:2, (397-410), Online publication date: 1-May-2016.
- Codreanu V, Dröge B, Williams D, Yasar B, Yang P, Liu B, Dong F, Surinta O, Schomaker L, Roerdink J and Wiering M (2016). Evaluating automatically parallelized versions of the support vector machine, Concurrency and Computation: Practice & Experience, 28:7, (2274-2294), Online publication date: 1-May-2016.
- Aryal S, Ting K and Haffari G Revisiting Attribute Independence Assumption in Probabilistic Unsupervised Anomaly Detection Proceedings of the 11th Pacific Asia Workshop on Intelligence and Security Informatics - Volume 9650, (73-86)
- Talbot H Discrete Calculus, Optimisation and Inverse Problems in Imaging Proceedings of the 19th IAPR International Conference on Discrete Geometry for Computer Imagery - Volume 9647, (18-27)
- de Carvalho Saraiva E and Gomes H Similarity analysis of neuronal activation patterns Proceedings of the 31st Annual ACM Symposium on Applied Computing, (299-304)
- Parada P, Sharma D, Lainez J, Barreda D, van Waterschoot T and Naylor P (2016). A single-channel non-intrusive C50 estimator correlated with speech recognition performance, IEEE/ACM Transactions on Audio, Speech and Language Processing, 24:4, (719-732), Online publication date: 1-Apr-2016.
- Liu Y, Yu M, Fu Q, Chen W, Liu Y and Xie L (2016). Cognitive mechanism related to line drawings and its applications in intelligent process of visual media, Frontiers of Computer Science: Selected Publications from Chinese Universities, 10:2, (216-232), Online publication date: 1-Apr-2016.
- Premaladha J and Ravichandran K (2016). Novel Approaches for Diagnosing Melanoma Skin Lesions Through Supervised and Deep Learning Algorithms, Journal of Medical Systems, 40:4, (1-12), Online publication date: 1-Apr-2016.
- Badrinath N, Gopinath G, Ravichandran K and Soundhar R (2016). Estimation of automatic detection of erythemato-squamous diseases through AdaBoost and its hybrid classifiers, Artificial Intelligence Review, 45:4, (471-488), Online publication date: 1-Apr-2016.
- Elghazaly T, Mahmoud A and Hefny H Political Sentiment Analysis Using Twitter Data Proceedings of the International Conference on Internet of things and Cloud Computing, (1-5)
- Hoang N and Pham A (2016). Hybrid artificial intelligence approach based on metaheuristic and machine learning for slope stability assessment, Expert Systems with Applications: An International Journal, 46:C, (60-68), Online publication date: 15-Mar-2016.
- Wildani A and Miller E (2016). Can We Group Storage? Statistical Techniques to Identify Predictive Groupings in Storage System Accesses, ACM Transactions on Storage, 12:2, (1-33), Online publication date: 8-Mar-2016.
- Palle A and Kulkarni R Classification of Medical MRI Brain Images based on Hadoop Proceedings of the Second International Conference on Information and Communication Technology for Competitive Strategies, (1-4)
- Shen C, Zhang Y, Guan X and Maxion R (2016). Performance Analysis of Touch-Interaction Behavior for Active Smartphone Authentication, IEEE Transactions on Information Forensics and Security, 11:3, (498-513), Online publication date: 1-Mar-2016.
- Jhawar J (2016). Orange Sorting by Applying Pattern Recognition on Colour Image, Procedia Computer Science, 78:C, (691-697), Online publication date: 1-Mar-2016.
- (2016). Symbolic features and classification via support vector machine for predicting death in patients with Chagas disease, Computers in Biology and Medicine, 70:C, (220-227), Online publication date: 1-Mar-2016.
- Noroozi N and Zakerolhosseini A (2016). Differential diagnosis of squamous cell carcinoma in situ using skin histopathological images, Computers in Biology and Medicine, 70:C, (23-39), Online publication date: 1-Mar-2016.
- Zhang L, Yang T, Yi J, Jin R and Zhou Z Stochastic optimization for kernel PCA Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, (2316-2322)
- Wei J, Meng M, Wang J, Ma Q and Wang X (2016). Adaptive semi-supervised dimensionality reduction with sparse representation using pairwise constraints, Neurocomputing, 177:C, (564-571), Online publication date: 12-Feb-2016.
- Chen F and Zhang D (2016). Combining a causal effect criterion for evaluation of facial attractiveness models, Neurocomputing, 177:C, (98-109), Online publication date: 12-Feb-2016.
- Ahmad M, Woo W and Dlay S (2016). Non-stationary feature fusion of face and palmprint multimodal biometrics, Neurocomputing, 177:C, (49-61), Online publication date: 12-Feb-2016.
- Barak A and Gelbard R (2016). Classification by clustering using an extended saliency measure, Expert Systems: The Journal of Knowledge Engineering, 33:1, (46-59), Online publication date: 1-Feb-2016.
- Averkiou M, Kim V and Mitra N (2016). Autocorrelation Descriptor for Efficient Co-Alignment of 3D Shape Collections, Computer Graphics Forum, 35:1, (261-271), Online publication date: 1-Feb-2016.
- Kamkar I, Gupta S, Phung D and Venkatesh S (2016). Stabilizing l 1 -norm prediction models by supervised feature grouping, Journal of Biomedical Informatics, 59:C, (149-168), Online publication date: 1-Feb-2016.
- Mateos-Pérez J, Soto-Montenegro M, Peña-Zalbidea S, Desco M and Vaquero J (2016). Functional segmentation of dynamic PET studies, Computers in Biology and Medicine, 69:C, (181-188), Online publication date: 1-Feb-2016.
- Ali A, Jalil A, Niu J, Zhao X, Rathore S, Ahmed J and Aksam Iftikhar M (2016). Visual object tracking--classical and contemporary approaches, Frontiers of Computer Science: Selected Publications from Chinese Universities, 10:1, (167-188), Online publication date: 1-Feb-2016.
- Shenghui Cheng and Mueller K (2015). The Data Context Map: Fusing Data and Attributes into a Unified Display, IEEE Transactions on Visualization and Computer Graphics, 22:1, (121-130), Online publication date: 31-Jan-2016.
- Sovilj D, Björk K and Lendasse A (2016). Comparison of combining methods using Extreme Learning Machines under small sample scenario, Neurocomputing, 174:PA, (4-17), Online publication date: 22-Jan-2016.
- Rahmani H, Blockeel H and Bender A (2016). Using a Human Drug Network for generating novel hypotheses about drugs, Intelligent Data Analysis, 20:1, (183-197), Online publication date: 18-Jan-2016.
- Aliyari Ghassabeh Y, Rudzicz F and Abrishami Moghaddam H (2016). Fast adaptive algorithms for optimal feature extraction from Gaussian data, Pattern Recognition Letters, 70:C, (73-79), Online publication date: 15-Jan-2016.
- Zeng Z, Wang X, Zhang J and Wu Q (2016). Semi-supervised feature selection based on local discriminative information, Neurocomputing, 173:P1, (102-109), Online publication date: 15-Jan-2016.
- Becker A, Ducas L, Gama N and Laarhoven T New directions in nearest neighbor searching with applications to lattice sieving Proceedings of the twenty-seventh annual ACM-SIAM symposium on Discrete algorithms, (10-24)
- Yordanova K and Kirste T (2015). A Process for Systematic Development of Symbolic Models for Activity Recognition, ACM Transactions on Interactive Intelligent Systems, 5:4, (1-35), Online publication date: 7-Jan-2016.
- Abadpour A (2016). Incorporating spatial context into fuzzy-possibilistic clustering using Bayesian inference, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 30:2, (895-919), Online publication date: 1-Jan-2016.
- Ali A, Couceiro M, Hassanien A, Hemanth D, Hemanth D and Balas V (2016). Fuzzy C-Means based on Minkowski distance for liver CT image segmentation, Intelligent Decision Technologies, 10:4, (393-406), Online publication date: 1-Jan-2016.
- Jiwhan Kim , Dongyoon Han , Yu-Wing Tai and Junmo Kim (2016). Salient Region Detection via High-Dimensional Color Transform and Local Spatial Support, IEEE Transactions on Image Processing, 25:1, (9-23), Online publication date: 1-Jan-2016.
- Luo Y, Wen Y, Tao D, Gui J and Xu C (2016). Large Margin Multi-Modal Multi-Task Feature Extraction for Image Classification, IEEE Transactions on Image Processing, 25:1, (414-427), Online publication date: 1-Jan-2016.
- Kim H and Park R (2016). Fast CU Partitioning Algorithm for HEVC Using an Online-Learning-Based Bayesian Decision Rule, IEEE Transactions on Circuits and Systems for Video Technology, 26:1, (130-138), Online publication date: 1-Jan-2016.
- Mu T, Goulermas J, Korkontzelos I and Ananiadou S (2016). Descriptive document clustering via discriminant learning in a co-embedded space of multilevel similarities, Journal of the Association for Information Science and Technology, 67:1, (106-133), Online publication date: 1-Jan-2016.
- DeCelles S, Stamm M and Kandasamy N Efficient online performance monitoring of computing systems using predictive models Proceedings of the 8th International Conference on Utility and Cloud Computing, (152-161)
- Zhiwen Yu , Le Li , Jiming Liu , Jun Zhang and Guoqiang Han (2015). Adaptive Noise Immune Cluster Ensemble Using Affinity Propagation, IEEE Transactions on Knowledge and Data Engineering, 27:12, (3176-3189), Online publication date: 1-Dec-2015.
- Yahong Han , Yi Yang , Fei Wu and Richang Hong (2015). Compact and Discriminative Descriptor Inference Using Multi-Cues, IEEE Transactions on Image Processing, 24:12, (5114-5126), Online publication date: 1-Dec-2015.
- Zechao Li and Jinhui Tang (2015). Unsupervised Feature Selection via Nonnegative Spectral Analysis and Redundancy Control, IEEE Transactions on Image Processing, 24:12, (5343-5355), Online publication date: 1-Dec-2015.
- Yao Sui , Shunli Zhang and Li Zhang (2015). Robust Visual Tracking via Sparsity-Induced Subspace Learning, IEEE Transactions on Image Processing, 24:12, (4686-4700), Online publication date: 1-Dec-2015.
- Yonggang Huang , Jun Zhang and Heyan Huang (2015). Camera Model Identification With Unknown Models, IEEE Transactions on Information Forensics and Security, 10:12, (2692-2704), Online publication date: 1-Dec-2015.
- Jie N, Zhu M, Ma X, Osuch E, Wammes M, Theberge J, Li H, Zhang Y, Jiang T, Sui J and Calhoun V (2015). Discriminating Bipolar Disorder From Major Depression Based on SVM-FoBa: Efficient Feature Selection With Multimodal Brain Imaging Data, IEEE Transactions on Autonomous Mental Development, 7:4, (320-331), Online publication date: 1-Dec-2015.
- Kundu P and Mitra S (2015). Multi-objective optimization of shared nearest neighbor similarity for feature selection, Applied Soft Computing, 37:C, (751-762), Online publication date: 1-Dec-2015.
- Wang S, Jiang Y, Chung F and Qian P (2015). Feedforward kernel neural networks, generalized least learning machine, and its deep learning with application to image classification, Applied Soft Computing, 37:C, (125-141), Online publication date: 1-Dec-2015.
- Vasudevan A and Selvakumar S (2015). Intraclass and interclass correlation coefficient-based feature selection in NIDS dataset, Security and Communication Networks, 8:18, (3441-3458), Online publication date: 1-Dec-2015.
- Iam-On N and Boongoen T (2015). Diversity-driven generation of link-based cluster ensemble and application to data classification, Expert Systems with Applications: An International Journal, 42:21, (8259-8273), Online publication date: 30-Nov-2015.
- Khalaf A, Owis M and Yassine I (2015). A novel technique for cardiac arrhythmia classification using spectral correlation and support vector machines, Expert Systems with Applications: An International Journal, 42:21, (8361-8368), Online publication date: 30-Nov-2015.
- Kliangsuwan T and Heednacram A (2015). Feature extraction techniques for ground-based cloud type classification, Expert Systems with Applications: An International Journal, 42:21, (8294-8303), Online publication date: 30-Nov-2015.
- Babu T, Chatterjee A, Khandeparker S, Subhash A and Gupta S Geographical address classification without using geolocation coordinates Proceedings of the 9th Workshop on Geographic Information Retrieval, (1-10)
- Loweimi E, Doulaty M, Barker J and Hain T Long-Term Statistical Feature Extraction from Speech Signal and Its Application in Emotion Recognition Proceedings of the Third International Conference on Statistical Language and Speech Processing - Volume 9449, (173-184)
- Souiki S, Hadjila M and Feham M Clustering Combined with Bio Inspired Routing in Underwater Wireless Sensor Networks Proceedings of the International Conference on Intelligent Information Processing, Security and Advanced Communication, (1-6)
- Lu J, Mamun K and Chau T (2015). Pattern classification to optimize the performance of Transcranial Doppler Ultrasonography-based brain machine interface, Pattern Recognition Letters, 66:C, (135-143), Online publication date: 15-Nov-2015.
- Trentin E, Scherer S and Schwenker F (2015). Emotion recognition from speech signals via a probabilistic echo-state network, Pattern Recognition Letters, 66:C, (4-12), Online publication date: 15-Nov-2015.
- Torrano-Gimenez C, Nguyen H, Alvarez G and Franke K (2015). Combining expert knowledge with automatic feature extraction for reliable web attack detection, Security and Communication Networks, 8:16, (2750-2767), Online publication date: 10-Nov-2015.
- Kutlu Y, Yayik A, Yildirim E and Yildirim S Orthogonal Extreme Learning Machine Based P300 Visual Event-Related BCI Proceeings, Part II, of the 22nd International Conference on Neural Information Processing - Volume 9490, (284-291)
- Cadenas J, Garrido M and Martínez R Measuring Data Imperfection in a Neighborhood Based Method Proceedings of the 16th Conference of the Spanish Association for Artificial Intelligence on Advances in Artificial Intelligence - Volume 9422, (213-223)
- Perin G and Chmielewski Ł A Semi-Parametric Approach for Side-Channel Attacks on Protected RSA Implementations Revised Selected Papers of the 14th International Conference on Smart Card Research and Advanced Applications - Volume 9514, (34-53)
- Lin F, Hsu C, Busetto A and Cheng K Pairwise Proximity-Based Features for Test Escape Screening Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, (300-306)
- Wei Bi and Kwok J (2015). Bayes-Optimal Hierarchical Multilabel Classification, IEEE Transactions on Knowledge and Data Engineering, 27:11, (2907-2918), Online publication date: 1-Nov-2015.
- Zhengming Ding , Ming Shao and Yun Fu (2015). Missing Modality Transfer Learning via Latent Low-Rank Constraint, IEEE Transactions on Image Processing, 24:11, (4322-4334), Online publication date: 1-Nov-2015.
- Martin L, Tuysuzoglu A, Karl W and Ishwar P (2015). Learning-Based Object Identification and Segmentation Using Dual-Energy CT Images for Security, IEEE Transactions on Image Processing, 24:11, (4069-4081), Online publication date: 1-Nov-2015.
- Lark Kwon Choi , Jaehee You and Bovik A (2015). Referenceless Prediction of Perceptual Fog Density and Perceptual Image Defogging, IEEE Transactions on Image Processing, 24:11, (3888-3901), Online publication date: 1-Nov-2015.
- Duval-Poo M, Odone F and De Vito E (2015). Edges and Corners With Shearlets, IEEE Transactions on Image Processing, 24:11, (3768-3780), Online publication date: 1-Nov-2015.
- Kuan-Hsien Liu , Shuicheng Yan and Kuo C (2015). Age Estimation via Grouping and Decision Fusion, IEEE Transactions on Information Forensics and Security, 10:11, (2408-2423), Online publication date: 1-Nov-2015.
- Liao B, Jiang Y, Liang W, Peng L, Peng L, Hanyurwimfura D, Li Z and Chen M (2015). On Efficient Feature Ranking Methods for High-Throughput Data Analysis, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 12:6, (1374-1384), Online publication date: 1-Nov-2015.
- Cyganek B, Krawczyk B and Wożniak M (2015). Multidimensional data classification with chordal distance based kernel and Support Vector Machines, Engineering Applications of Artificial Intelligence, 46:PA, (10-22), Online publication date: 1-Nov-2015.
- Parhizkar E and Abadi M (2015). BeeOWA, Neurocomputing, 166:C, (367-381), Online publication date: 20-Oct-2015.
- Li J and Zaiane O Associative Classification with Statistically Significant Positive and Negative Rules Proceedings of the 24th ACM International on Conference on Information and Knowledge Management, (633-642)
- Beecks C, Uysal M, Hermanns J and Seidl T Gradient-based Signatures for Efficient Similarity Search in Large-scale Multimedia Databases Proceedings of the 24th ACM International on Conference on Information and Knowledge Management, (1241-1250)
- Chiang I, Spiro I, Lee S, Lees A, Liu J, Bregler C and Liu Y Dancing with Turks Proceedings of the 23rd ACM international conference on Multimedia, (241-250)
- Tang B, Chen Z, Hefferman G, Wei T, He H and Yang Q A Hierarchical Distributed Fog Computing Architecture for Big Data Analysis in Smart Cities Proceedings of the ASE BigData & SocialInformatics 2015, (1-6)
- Min C, Kashyap S, Lee B, Song C and Kim T Cross-checking semantic correctness Proceedings of the 25th Symposium on Operating Systems Principles, (361-377)
- Fragos K and Skourlas C Ranking tokens with class label frequencies for medical article classification Proceedings of the 19th Panhellenic Conference on Informatics, (359-360)
- Kalinichenko A, Manilo L and Nemirko A (2015). Analysis of anesthesia stages based on the EEG entropy estimation, Pattern Recognition and Image Analysis, 25:4, (632-641), Online publication date: 1-Oct-2015.
- Onuk A, Akcakaya M, Bardhan J, Erdogmus D, Brooks D and Makowski L (2015). Constrained Maximum Likelihood Estimation of Relative Abundances of Protein Conformation in a Heterogeneous Mixture From Small Angle X-Ray Scattering Intensity Measurements, IEEE Transactions on Signal Processing, 63:20, (5383-5394), Online publication date: 1-Oct-2015.
- De Wang , Feiping Nie and Heng Huang (2015). Feature Selection via Global Redundancy Minimization, IEEE Transactions on Knowledge and Data Engineering, 27:10, (2743-2755), Online publication date: 1-Oct-2015.
- Haitao Lang and Haibin Ling (2015). Covert Photo Classification by Fusing Image Features and Visual Attributes, IEEE Transactions on Image Processing, 24:10, (2996-3008), Online publication date: 1-Oct-2015.
- Wenyin Gong , Aimin Zhou and Zhihua Cai (2015). A Multioperator Search Strategy Based on Cheap Surrogate Models for Evolutionary Optimization, IEEE Transactions on Evolutionary Computation, 19:5, (746-758), Online publication date: 1-Oct-2015.
- Pikoulis E, Sakkopoulos E, Viennas E, Achilleopoulos N, Cheilakou E, Saint A, Koui M and Tsakalidis A Data Engineering for Materials Identification, Damage Assessment and Restoration of Cultural Objects Proceedings of the 5th International Conference on Model and Data Engineering - Volume 9344, (154-165)
- Koumpouri A, Mporas I and Megalooikonomou V Evaluation of Four Approaches for "Sentiment Analysis on Movie Reviews" Proceedings of the 16th International Conference on Engineering Applications of Neural Networks (INNS), (1-5)
- Mano L, Giancristofaro G, Faiçal B, Libralon G, Pessin G, Gomes P and Ueyama J Exploiting the Use of Ensemble Classifiers to Enhance the Precision of User's Emotion Classification Proceedings of the 16th International Conference on Engineering Applications of Neural Networks (INNS), (1-7)
- Dai F, Zhao Y, Chang D and Lin C Orthogonal and Smooth Subspace Based on Sparse Coding for Image Classification Proceedings, Part II, of the 16th Pacific-Rim Conference on Advances in Multimedia Information Processing -- PCM 2015 - Volume 9315, (41-50)
- Blank P, Hoßbach J, Schuldhaus D and Eskofier B Sensor-based stroke detection and stroke type classification in table tennis Proceedings of the 2015 ACM International Symposium on Wearable Computers, (93-100)
- Emary E, Zawbaa H, Ghany K, Hassanien A and Parv B Firefly Optimization Algorithm for Feature Selection Proceedings of the 7th Balkan Conference on Informatics Conference, (1-7)
- Blasch E and Aved A (2015). Dynamic Data-driven Application System (DDDAS) for Video Surveillance User Support, Procedia Computer Science, 51:C, (2503-2517), Online publication date: 1-Sep-2015.
- Roy A, Halder B, Garain U and Doermann D (2015). Machine-assisted authentication of paper currency, International Journal on Document Analysis and Recognition, 18:3, (271-285), Online publication date: 1-Sep-2015.
- Qiao X (2015). Learning ordinal data, WIREs Computational Statistics, 7:5, (341-346), Online publication date: 1-Sep-2015.
- Retsinas G, Gatos B, Antonacopoulos A, Louloudis G and Stamatopoulos N Historical Typewritten Document Recognition Using Minimal User Interaction Proceedings of the 3rd International Workshop on Historical Document Imaging and Processing, (31-38)
- Lakin M and Stefanovic D Supervised Learning in an Adaptive DNA Strand Displacement Circuit Proceedings of the 21st International Conference on DNA Computing and Molecular Programming - Volume 9211, (154-167)
- Ramya P and Sajeev G Building Web Personalization System with Time-Driven Web Usage Mining Proceedings of the Third International Symposium on Women in Computing and Informatics, (38-43)
- Kantor P Revisiting the Foundations of IR Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, (1125-1127)
- Kuanar S, Ranga K and Chowdhury A (2015). Multi-View Video Summarization Using Bipartite Matching Constrained Optimum-Path Forest Clustering, IEEE Transactions on Multimedia, 17:8, (1166-1173), Online publication date: 1-Aug-2015.
- Combrexelle S, Wendt H, Dobigeon N, Tourneret J, McLaughlin S and Abry P (2015). Bayesian Estimation of the Multifractality Parameter for Image Texture Using a Whittle Approximation, IEEE Transactions on Image Processing, 24:8, (2540-2551), Online publication date: 1-Aug-2015.
- Zhaohong Deng , Longbing Cao , Yizhang Jiang and Shitong Wang (2015). Minimax Probability TSK Fuzzy System Classifier: A More Transparent and Highly Interpretable Classification Model, IEEE Transactions on Fuzzy Systems, 23:4, (813-826), Online publication date: 1-Aug-2015.
- Kyungmin Lim , Jaeho Lee , Seongwan Kim and Sangyoun Lee (2015). Fast PU Skip and Split Termination Algorithm for HEVC Intra Prediction, IEEE Transactions on Circuits and Systems for Video Technology, 25:8, (1335-1346), Online publication date: 1-Aug-2015.
- Lu G and Zou J (2015). Incremental maximum margin criterion based on eigenvalue decomposition updating algorithm, Machine Vision and Applications, 26:6, (807-817), Online publication date: 1-Aug-2015.
- LaViola J Context aware 3D gesture recognition for games and virtual reality ACM SIGGRAPH 2015 Courses, (1-61)
- Cai D Compressed spectral regression for efficient nonlinear dimensionality reduction Proceedings of the 24th International Conference on Artificial Intelligence, (3359-3365)
- Amadini R, Gabbrielli M and Mauro J A multicore tool for constraint solving Proceedings of the 24th International Conference on Artificial Intelligence, (232-238)
- Ferrer M, Serratosa F and Riesen K Learning Heuristics to Reduce the Overestimation of Bipartite Graph Edit Distance Approximation Proceedings of the 11th International Conference on Machine Learning and Data Mining in Pattern Recognition - Volume 9166, (17-31)
- Riesen K, Ferrer M, Dornberger R and Bunke H Greedy Graph Edit Distance Proceedings of the 11th International Conference on Machine Learning and Data Mining in Pattern Recognition - Volume 9166, (3-16)
- Amadini R, Gabbrielli M and Mauro J Why CP Portfolio Solvers Are underUtilized? Issues and Challenges Revised Selected Papers of the 25th International Symposium on Logic-Based Program Synthesis and Transformation - Volume 9527, (349-364)
- Saneem A, Narasimhan H and Agarwal S Bayes optimal feature selection for supervised learning with general performance measures Proceedings of the Thirty-First Conference on Uncertainty in Artificial Intelligence, (171-180)
- Sanroma G, Benkarim O, Piella G, Wu G, Zhu X, Shen D and Ballester M Discriminative Dimensionality Reduction forźPatch-Based Label Fusion Revised Selected Papers of the First International Workshop on Machine Learning Meets Medical Imaging - Volume 9487, (94-103)
- Bo Chen , Hao Zhang , Xuefeng Zhang , Wei Wen , Hongwei Liu and Jun Liu (2015). Max-Margin Discriminant Projection via Data Augmentation, IEEE Transactions on Knowledge and Data Engineering, 27:7, (1964-1976), Online publication date: 1-Jul-2015.
- Jia-Min Ren , Ming-Ju Wu and Jang J (2015). Automatic Music Mood Classification Based on Timbre and Modulation Features, IEEE Transactions on Affective Computing, 6:3, (236-246), Online publication date: 1-Jul-2015.
- Kumar M, Sharma A and Kumar R (2015). An empirical evaluation of a three-tier conduit framework for multifaceted test case classification and selection using fuzzy-ant colony optimisation approach, Software—Practice & Experience, 45:7, (949-971), Online publication date: 1-Jul-2015.
- Ojeda L, Vega R, Falcon L, Sanchez-Ante G, Sossa H and Antelis J Classification of Hand Movements from Non-invasive Brain Signals Using Lattice Neural Networks with Dendritic Processing Proceedings of the 7th Mexican Conference on Pattern Recognition - Volume 9116, (23-32)
- Valadez S, Sossa H, Santiago-Montero R and Guevara E Encoding Polysomnographic Signals into Spike Firing Rate for Sleep Staging Proceedings of the 7th Mexican Conference on Pattern Recognition - Volume 9116, (282-291)
- Shen J, Mei T, Tao D, Li X and Rui Y EMIF Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, (543-546)
- Guo Y, Ding G, Zhou J and Liu Q Robust and Discriminative Concept Factorization for Image Representation Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, (115-122)
- Huang H, Yoo S, Yu D and Qin H (2015). Density-Aware Clustering Based on Aggregated Heat Kernel and Its Transformation, ACM Transactions on Knowledge Discovery from Data, 9:4, (1-35), Online publication date: 1-Jun-2015.
- Laharotte P, Billot R, Come E, Oukhellou L, Nantes A and El Faouzi N (2015). Spatiotemporal Analysis of Bluetooth Data: Application to a Large Urban Network, IEEE Transactions on Intelligent Transportation Systems, 16:3, (1439-1448), Online publication date: 1-Jun-2015.
- Hajj-Ahmad A, Garg R and Min Wu (2015). ENF-Based Region-of-Recording Identification for Media Signals, IEEE Transactions on Information Forensics and Security, 10:6, (1125-1136), Online publication date: 1-Jun-2015.
- Moshtaghi M, Bezdek J, Leckie C, Karunasekera S and Palaniswami M (2015). Evolving Fuzzy Rules for Anomaly Detection in Data Streams, IEEE Transactions on Fuzzy Systems, 23:3, (688-700), Online publication date: 1-Jun-2015.
- Jingxin Xu , Denman S, Sridharan S and Fookes C (2015). An Efficient and Robust System for Multiperson Event Detection in Real-World Indoor Surveillance Scenes, IEEE Transactions on Circuits and Systems for Video Technology, 25:6, (1063-1076), Online publication date: 1-Jun-2015.
- Hajra S and Mukhopadhyay D (2015). Reaching the Limit of Nonprofiling DPA, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, 34:6, (915-927), Online publication date: 1-Jun-2015.
- Galar M, Derrac J, Peralta D, Triguero I, Paternain D, Lopez-Molina C, García S, Benítez J, Pagola M, Barrenechea E, Bustince H and Herrera F (2015). A survey of fingerprint classification Part I, Knowledge-Based Systems, 81:C, (76-97), Online publication date: 1-Jun-2015.
- Stone S, Temple M and Baldwin R (2015). Detecting anomalous programmable logic controller behavior using RF-based Hilbert transform features and a correlation-based verification process, International Journal of Critical Infrastructure Protection, 9:C, (41-51), Online publication date: 1-Jun-2015.
- Kim M (2015). Sparse discriminative region selection algorithm for face recognition, Applied Intelligence, 42:4, (817-828), Online publication date: 1-Jun-2015.
- Le T, Linares-Vásquez M, Lo D and Poshyvanyk D RCLinker Proceedings of the 2015 IEEE 23rd International Conference on Program Comprehension, (36-47)
- Mora-López L and Mora J (2015). An adaptive algorithm for clustering cumulative probability distribution functions using the Kolmogorov-Smirnov two-sample test, Expert Systems with Applications: An International Journal, 42:8, (4016-4021), Online publication date: 15-May-2015.
- Doherty J, Curran K and McKevitt P (2015). Pattern Matching Techniques for Replacing Missing Sections of Audio Streamed across Wireless Networks, ACM Transactions on Intelligent Systems and Technology, 6:2, (1-38), Online publication date: 4-May-2015.
- Ja-Won Seo and Seong Dae Kim (2015). Visual Target TRACTOR: Tracker and Detector, IEEE Transactions on Circuits and Systems for Video Technology, 25:5, (761-775), Online publication date: 1-May-2015.
- Liu W, Liu H, Tao D, Wang Y and Lu K (2015). Multiview Hessian regularized logistic regression for action recognition, Signal Processing, 110:C, (101-107), Online publication date: 1-May-2015.
- Zhang J, Sun R, Zhan X and Hong C (2015). Accurate human face pose recovery from single image through generic shape regularization, Signal Processing, 110:C, (5-14), Online publication date: 1-May-2015.
- López-Cruz P, Bielza C and Larrañaga P (2015). Directional naive Bayes classifiers, Pattern Analysis & Applications, 18:2, (225-246), Online publication date: 1-May-2015.
- Chen F, Yu H, Yao J and Hu R (2015). Robust sparse kernel density estimation by inducing randomness, Pattern Analysis & Applications, 18:2, (367-375), Online publication date: 1-May-2015.
- Bianconi F, Álvarez-Larrán A and Fernández A (2015). Discrimination between tumour epithelium and stroma via perception-based features, Neurocomputing, 154:C, (119-126), Online publication date: 22-Apr-2015.
- Hithnawi A, Shafagh H and Duquennoy S TIIM Proceedings of the 14th International Conference on Information Processing in Sensor Networks, (1-12)
- Amadini R, Gabbrielli M and Mauro J SUNNY-CP Proceedings of the 30th Annual ACM Symposium on Applied Computing, (1861-1867)
- Decui Liang and Dun Liu (2015). A Novel Risk Decision Making Based on Decision-Theoretic Rough Sets Under Hesitant Fuzzy Information, IEEE Transactions on Fuzzy Systems, 23:2, (237-247), Online publication date: 1-Apr-2015.
- Aslan M, Shalaby A and Farag A (2015). Vertebral body segmentation using a probabilistic and universal shape model, IET Computer Vision, 9:2, (234-250), Online publication date: 1-Apr-2015.
- Sadeghian A, Dajani H and Chan A (2015). Classification of speech-evoked brainstem responses to English vowels, Speech Communication, 68:C, (69-84), Online publication date: 1-Apr-2015.
- Zapata A, Menéndez V, Prieto M and Romero C (2015). Evaluation and selection of group recommendation strategies for collaborative searching of learning objects, International Journal of Human-Computer Studies, 76:C, (22-39), Online publication date: 1-Apr-2015.
- Koch C, Georgieva K, Kasireddy V, Akinci B and Fieguth P (2015). A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure, Advanced Engineering Informatics, 29:2, (196-210), Online publication date: 1-Apr-2015.
- Yu G, Zhang G, Zhang Z, Yu Z and Deng L (2015). Semi-supervised classification based on subspace sparse representation, Knowledge and Information Systems, 43:1, (81-101), Online publication date: 1-Apr-2015.
- Taranta II E, Simons T, Sukthankar R and Laviola Jr. J (2015). Exploring the Benefits of Context in 3D Gesture Recognition for Game-Based Virtual Environments, ACM Transactions on Interactive Intelligent Systems, 5:1, (1-34), Online publication date: 25-Mar-2015.
- Alexandre E, Cuadra L, Salcedo-Sanz S, Pastor-Sánchez A and Casanova-Mateo C (2015). Hybridizing Extreme Learning Machines and Genetic Algorithms to select acoustic features in vehicle classification applications, Neurocomputing, 152:C, (58-68), Online publication date: 25-Mar-2015.
- Xing W and Goggins S Learning analytics in outer space Proceedings of the Fifth International Conference on Learning Analytics And Knowledge, (176-183)
- Blomstedt P, Jing Tang , Jie Xiong , Granlund C and Corander J (2015). A Bayesian Predictive Model for Clustering Data of Mixed Discrete and Continuous Type, IEEE Transactions on Pattern Analysis and Machine Intelligence, 37:3, (489-498), Online publication date: 1-Mar-2015.
- Ritter G, Nieves-Vázquez J and Urcid G (2015). A simple statistics-based nearest neighbor cluster detection algorithm, Pattern Recognition, 48:3, (918-932), Online publication date: 1-Mar-2015.
- Caluori U and Simon K (2015). DETEXTIVE optical character recognition with pattern matching on-the-fly, Pattern Recognition, 48:3, (827-836), Online publication date: 1-Mar-2015.
- Calvo-Rolle J, Quintian-Pardo H, Corchado E, del Carmen Meizoso-López M and Ferreiro García R (2015). Simplified method based on an intelligent model to obtain the extinction angle of the current for a single-phase half wave controlled rectifier with resistive and inductive load, Journal of Applied Logic, 13:1, (37-47), Online publication date: 1-Mar-2015.
- Zhao Y, Wang K and Li F (2015). A pruning method of refining recursive reduced least squares support vector regression, Information Sciences: an International Journal, 296:C, (160-174), Online publication date: 1-Mar-2015.
- Kurtulmuş F and Ünal H (2015). Discriminating rapeseed varieties using computer vision and machine learning, Expert Systems with Applications: An International Journal, 42:4, (1880-1891), Online publication date: 1-Mar-2015.
- Niwas S, Lin W, Bai X, Kwoh C, Sng C, Aquino M and Chew P (2015). Reliable Feature Selection for Automated Angle Closure Glaucoma Mechanism Detection, Journal of Medical Systems, 39:3, (1-10), Online publication date: 1-Mar-2015.
- Fathima A, Vaidehi V, Vasuhi S, Murali M and Parulkar S Pose Invariant Face Detection in Video Proceedings of the 2nd International Conference on Perception and Machine Intelligence, (110-115)
- Žliobaite I, Budka M and Stahl F (2015). Towards cost-sensitive adaptation, Neurocomputing, 150:PA, (240-249), Online publication date: 20-Feb-2015.
- Zhu C, Wang Z, Gao D and Feng X (2015). Double-fold localized multiple matrixized learning machine, Information Sciences: an International Journal, 295:C, (196-220), Online publication date: 20-Feb-2015.
- (2015). High-level pattern-based classification via tourist walks in networks, Information Sciences: an International Journal, 294:C, (109-126), Online publication date: 10-Feb-2015.
- Ciarelli P and Oliveira E (2015). Achieving a compromise between performance and complexity of structure, Information Sciences: an International Journal, 294:C, (139-151), Online publication date: 10-Feb-2015.
- Al-askar H, Lamb D, Hussain A, Al-Jumeily D, Randles M and Fergus P (2015). Predicting financial time series data using artificial immune system-inspired neural networks, International Journal of Artificial Intelligence and Soft Computing, 5:1, (45-68), Online publication date: 1-Feb-2015.
- Guoquan Huang , Ke Zhou , Trawny N and Roumeliotis S (2015). A Bank of Maximum
A Posteriori (MAP) Estimators for Target Tracking, IEEE Transactions on Robotics, 31:1, (85-103), Online publication date: 1-Feb-2015. - Jonghye Woo , Stone M and Prince J (2015). Multimodal Registration via Mutual Information Incorporating Geometric and Spatial Context, IEEE Transactions on Image Processing, 24:2, (757-769), Online publication date: 1-Feb-2015.
- Proenca H (2015). Iris Recognition: What Is Beyond Bit Fragility?, IEEE Transactions on Information Forensics and Security, 10:2, (321-332), Online publication date: 1-Feb-2015.
- Gergen S, Nagathil A and Martin R (2015). Classification of reverberant audio signals using clustered ad hoc distributed microphones, Signal Processing, 107:C, (21-32), Online publication date: 1-Feb-2015.
- Tambouratzis G (2015). Conditional random fields versus template-matching in MT phrasing tasks involving sparse training data, Pattern Recognition Letters, 53:C, (44-52), Online publication date: 1-Feb-2015.
- Kamkar I, Gupta S, Phung D and Venkatesh S (2015). Stable feature selection for clinical prediction, Journal of Biomedical Informatics, 53:C, (277-290), Online publication date: 1-Feb-2015.
- Dalmau O, Alarcón T and González G (2015). Kernel multilogit algorithm for multiclass classification, Computational Statistics & Data Analysis, 82:C, (199-206), Online publication date: 1-Feb-2015.
- Livi L, Rizzi A and Sadeghian A (2015). Granular modeling and computing approaches for intelligent analysis of non-geometric data, Applied Soft Computing, 27:C, (567-574), Online publication date: 1-Feb-2015.
- Moumena A and Guessoum A (2015). Fast anomaly detection using Boxplot rule for multivariate data in cooperative wideband cognitive radio in the presence of jammer, Security and Communication Networks, 8:2, (212-219), Online publication date: 25-Jan-2015.
- Yu W, Griffith D, Ge L, Bhattarai S and Golmie N (2015). An integrated detection system against false data injection attacks in the Smart Grid, Security and Communication Networks, 8:2, (91-109), Online publication date: 25-Jan-2015.
- (2015). Kernel sparse representation for time series classification, Information Sciences: an International Journal, 292:C, (15-26), Online publication date: 20-Jan-2015.
- Qiao X and Zhang L (2015). Flexible high-dimensional classification machines and their asymptotic properties, The Journal of Machine Learning Research, 16:1, (1547-1572), Online publication date: 1-Jan-2015.
- Barbero À, Takeda A and López J (2015). Geometric intuition and algorithms for Ev-SVM, The Journal of Machine Learning Research, 16:1, (323-369), Online publication date: 1-Jan-2015.
- Suraj x, Tiwari P, Ghosh S and Sinha R (2015). Classification of two class motor imagery tasks using hybrid GA-PSO based k-means clustering, Computational Intelligence and Neuroscience, 2015, (59-59), Online publication date: 1-Jan-2015.
- Bitew M, Hsiao R, Lin H and Lin D (2015). Hybrid indoor human localization system for addressing the issue of RSS variation in fingerprinting, International Journal of Distributed Sensor Networks, 2015, (3-3), Online publication date: 1-Jan-2015.
- Muneesawang P and Sirisathitkul C (2015). Size measurement of nanoparticle assembly using multilevel segmented TEM images, Journal of Nanomaterials, 16:1, (58-58), Online publication date: 1-Jan-2015.
- Wu P and Hsiao T (2015). Factor knowledge mining using the techniques of AI neural networks and self-organizing map, International Journal of Distributed Sensor Networks, 2015, (1-1), Online publication date: 1-Jan-2015.
- Liparulo L, Proietti A and Panella M (2015). Fuzzy clustering using the convex hull as geometrical model, Advances in Fuzzy Systems, 2015, (6-6), Online publication date: 1-Jan-2015.
- Chaudhuri A (2015). Intuitionistic fuzzy possibilistic c means clustering algorithms, Advances in Fuzzy Systems, 2015, (1-1), Online publication date: 1-Jan-2015.
- Sun L, Zheng Z, He T and Li F (2015). Multifloor Wi-Fi localization system with floor identification, International Journal of Distributed Sensor Networks, 2015, (82-82), Online publication date: 1-Jan-2015.
- Zhang Z, Coutinho E, Deng J and Schuller B (2015). Cooperative learning and its application to emotion recognition from speech, IEEE/ACM Transactions on Audio, Speech and Language Processing, 23:1, (115-126), Online publication date: 1-Jan-2015.
- Pang Y, Teoh A and Hiew F (2015). Locality Regularization Embedding for face verification, Pattern Recognition, 48:1, (86-102), Online publication date: 1-Jan-2015.
- Redondo R, Bueno G, Chung F, Nava R, Víctor Marcos J, Cristóbal G, Rodríguez T, Gonzalez-Porto A, Pardo C, Déniz O and Escalante-Ramírez B (2015). Pollen segmentation and feature evaluation for automatic classification in bright-field microscopy, Computers and Electronics in Agriculture, 110:C, (56-69), Online publication date: 1-Jan-2015.
- Amancio D, Oliveira Jr O and F. Costa L (2015). Topological-collaborative approach for disambiguating authors' names in collaborative networks, Scientometrics, 102:1, (465-485), Online publication date: 1-Jan-2015.
- Makaram N and Swaminathan R A Binary Bat Approach for Identification of Fatigue Condition from sEMG Signals Swarm, Evolutionary, and Memetic Computing, (480-489)
- Nallamothu R, Vineeth T, Yadav G, Sethi A and Jacob T Interest Point Detection in Videos Using Long Point Trajectories Proceedings of the 2014 Indian Conference on Computer Vision Graphics and Image Processing, (1-5)
- Raman R and Sekhar C Concept Level Discriminant Analysis Techniques for Dimension Reduction in Image Classification Tasks Proceedings of the 2014 Indian Conference on Computer Vision Graphics and Image Processing, (1-8)
- Lazri K, Laniepce S, Zheng H and Ben-Othman J AMAD Proceedings of the 2014 IEEE/ACM 7th International Conference on Utility and Cloud Computing, (379-386)
- Hiremath P and Bhusnurmath R RGB - Based Color Texture Image Classification Using Anisotropic Diffusion and LDBP Proceedings of the 8th International Workshop on Multi-disciplinary Trends in Artificial Intelligence - Volume 8875, (101-111)
- Kayaaltı Ö, Aksebzeci B, Karahan İ, Deniz K, Öztürk M, Yılmaz B, Kara S and Asyalı M (2014). Liver fibrosis staging using CT image texture analysis and soft computing, Applied Soft Computing, 25:C, (399-413), Online publication date: 1-Dec-2014.
- Cai X, Wen G, Wei J and Yu Z (2014). Relative manifold based semi-supervised dimensionality reduction, Frontiers of Computer Science: Selected Publications from Chinese Universities, 8:6, (923-932), Online publication date: 1-Dec-2014.
- Liu N, Gimel'farb G and Delmas P High-Order MGRF Models for Contrast/Offset Invariant Texture Retrieval Proceedings of the 29th International Conference on Image and Vision Computing New Zealand, (96-101)
- Kumar A, Roy S and Ranjan P Dimensionality reduction for high dimensional data Proceedings of the 2014 International Conference on Information and Communication Technology for Competitive Strategies, (1-6)
- Adelfio M and Samet H Itinerary retrieval Proceedings of the 8th Workshop on Geographic Information Retrieval, (1-8)
- Zheng X, Cao Z, Wang J, He Y and Liu Y ZiSense Proceedings of the 12th ACM Conference on Embedded Network Sensor Systems, (119-133)
- Das A, Borisov N and Caesar M Do You Hear What I Hear? Proceedings of the 2014 ACM SIGSAC Conference on Computer and Communications Security, (441-452)
- Zhao K, Lu H, He Y and Feng S Locality Preserving Discriminative Hashing Proceedings of the 22nd ACM international conference on Multimedia, (1089-1092)
- Siahi M, Rahatabad F, Khayat O, Razjouyan J and Nejad H (2014). Using feed-forward neural network for complex static balance signal characterization with chaotic features, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 27:6, (3197-3204), Online publication date: 1-Nov-2014.
- Chini M, Chiancone A and Stramondo S (2014). Scale Object Selection (SOS) through a hierarchical segmentation by a multi-spectral per-pixel classification, Pattern Recognition Letters, 49:C, (214-223), Online publication date: 1-Nov-2014.
- Iosifidis A, Tefas A and Pitas I (2014). Discriminant Bag of Words based representation for human action recognition, Pattern Recognition Letters, 49:C, (185-192), Online publication date: 1-Nov-2014.
- Fotiadou E and Nikolaidis N (2014). Activity-based methods for person recognition in motion capture sequences, Pattern Recognition Letters, 49:C, (48-54), Online publication date: 1-Nov-2014.
- Wikaisuksakul S (2014). A multi-objective genetic algorithm with fuzzy c-means for automatic data clustering, Applied Soft Computing, 24:C, (679-691), Online publication date: 1-Nov-2014.
- Ma X, Czauski T, Yang T and Reed J Demonstration Paper Proceedings of the Wireless Health 2014 on National Institutes of Health, (1-8)
- Liu D and Liang D An Overview of Function Based Three-Way Decisions Rough Sets and Knowledge Technology, (812-823)
- Hadjadji B, Chibani Y and Nemmour H Fuzzy Integral Combination of One-Class Classifiers Designed for Multi-class Classification Image Analysis and Recognition, (320-328)
- Tang J and Liu H (2014). Feature Selection for Social Media Data, ACM Transactions on Knowledge Discovery from Data, 8:4, (1-27), Online publication date: 7-Oct-2014.
- Hollaus F and Sablatnig R Enhancement of multispectral images of ancient manuscripts Proceedings of the Eurographics Workshop on Graphics and Cultural Heritage, (45-53)
- A. B and Madhvanath S (2014). Allograph modeling for online handwritten characters in devanagari using constrained stroke clustering, ACM Transactions on Asian Language Information Processing, 13:3, (1-21), Online publication date: 3-Oct-2014.
- Etienne C and Latifa O (2014). Model-Based Count Series Clustering for Bike Sharing System Usage Mining: A Case Study with the Vélib’ System of Paris, ACM Transactions on Intelligent Systems and Technology, 5:3, (1-21), Online publication date: 1-Oct-2014.
- Huang L, Lu J and Tan Y (2014). Multi-manifold metric learning for face recognition based on image sets, Journal of Visual Communication and Image Representation, 25:7, (1774-1783), Online publication date: 1-Oct-2014.
- Chen S, Ding C and Luo B (2014). Extended linear regression for undersampled face recognition, Journal of Visual Communication and Image Representation, 25:7, (1800-1809), Online publication date: 1-Oct-2014.
- Faria F, Perre P, Zucchi R, Jorge L, Lewinsohn T, Rocha A and Torres R (2014). Automatic identification of fruit flies (Diptera, Journal of Visual Communication and Image Representation, 25:7, (1516-1527), Online publication date: 1-Oct-2014.
- Ramos de Melo F, Flôres E, Diniz de Carvalho S, Gonçalves de Teixeira R, Batista Loja L and de Sousa Gomide R (2014). Computational organization of didactic contents for personalized virtual learning environments, Computers & Education, 79:C, (126-137), Online publication date: 1-Oct-2014.
- Mookiah M, Acharya U, Koh J, Chandran V, Chua C, Tan J, Lim C, Ng E, Noronha K, Tong L and Laude A (2014). Automated diagnosis of Age-related Macular Degeneration using greyscale features from digital fundus images, Computers in Biology and Medicine, 53:C, (55-64), Online publication date: 1-Oct-2014.
- Prichep L, Ghosh Dastidar S, Jacquin A, Koppes W, Miller J, Radman T, O'Neil B, Naunheim R and Huff J (2014). Classification algorithms for the identification of structural injury in TBI using brain electrical activity, Computers in Biology and Medicine, 53:C, (125-133), Online publication date: 1-Oct-2014.
- Solé-Casals J, Munteanu C, Martín O, Barbé F, Queipo C, Amilibia J and Durán-Cantolla J (2014). Detection of severe obstructive sleep apnea through voice analysis, Applied Soft Computing, 23, (346-354), Online publication date: 1-Oct-2014.
- Rusiñol M, de las Heras L and Terrades O (2014). Flowchart recognition for non-textual information retrieval in patent search, Information Retrieval, 17:5-6, (545-562), Online publication date: 1-Oct-2014.
- Schuldhaus D, Leutheuser H and Eskofier B Towards big data for activity recognition Proceedings of the 9th International Conference on Body Area Networks, (97-103)
- Samet H, Sankaranarayanan J, Lieberman M, Adelfio M, Fruin B, Lotkowski J, Panozzo D, Sperling J and Teitler B (2014). Reading news with maps by exploiting spatial synonyms, Communications of the ACM, 57:10, (64-77), Online publication date: 23-Sep-2014.
- Neishaboori A, Saeed A, Harras K and Mohamed A On target coverage in mobile visual sensor networks Proceedings of the 12th ACM international symposium on Mobility management and wireless access, (39-46)
- Ranganath V, Vallathol P and Gupta P Compatibility testing using patterns-based trace comparison Proceedings of the 29th ACM/IEEE International Conference on Automated Software Engineering, (469-478)
- Perez-Tellez F, Cardiff J, Rosso P and Pinto D (2014). Weblog and short text feature extraction and impact on categorisation, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 27:5, (2529-2544), Online publication date: 1-Sep-2014.
- Nejad H, Khayat O, Azadbakht B and Mohammadi M (2014). Using feed forward neural network for electrocardiogram signal analysis in chaotic domain, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 27:5, (2289-2296), Online publication date: 1-Sep-2014.
- Shen C, Sun M, Tang M and Priebe C (2014). Generalized canonical correlation analysis for classification, Journal of Multivariate Analysis, 130, (310-322), Online publication date: 1-Sep-2014.
- Zhang J, Jiang W, Wang R and Wang L (2014). Brain MR Image Segmentation with Spatial Constrained K-mean Algorithm and Dual-Tree Complex Wavelet Transform, Journal of Medical Systems, 38:9, (1-6), Online publication date: 1-Sep-2014.
- Aggarwal C The setwise stream classification problem Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining, (432-441)
- Perez-Suay A, Ferri F, Arevalillo-Herráez M and Albert J About Combining Metric Learning and Prototype Generation Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition - Volume 8621, (323-332)
- Zhou X, Liang J, Hu Y and Guo L Text Document Latent Subspace Clustering by PLSA Factors Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT) - Volume 02, (442-448)
- Zhou H, Xu P, Ming Z and Qu H Parallel Coordinates with Data Labels Proceedings of the 7th International Symposium on Visual Information Communication and Interaction, (49-57)
- Djellali C A new conceptual model for dynamic text clustering Using unstructured text as a case Proceedings of the 2014 International C* Conference on Computer Science & Software Engineering, (1-7)
- Choe Y, Ahn S and Chung M (2014). Online urban object recognition in point clouds using consecutive point information for urban robotic missions, Robotics and Autonomous Systems, 62:8, (1130-1152), Online publication date: 1-Aug-2014.
- Bridge J, Holden S and Paulson L (2014). Machine Learning for First-Order Theorem Proving, Journal of Automated Reasoning, 53:2, (141-172), Online publication date: 1-Aug-2014.
- LaViola J An introduction to 3D gestural interfaces ACM SIGGRAPH 2014 Courses, (1-42)
- Mitra N, Wand M, Zhang H, Cohen-Or D, Kim V and Huang Q Structure-aware shape processing ACM SIGGRAPH 2014 Courses, (1-21)
- Winkler S, Affenzeller M, Schaller S and Stekel H Data based prediction of cancer diagnoses using heterogeneous model ensembles Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation, (1337-1344)
- Marzukhi S, Browne W and Zhang M Three-cornered coevolution learning classifier systems for classification tasks Proceedings of the 2014 Annual Conference on Genetic and Evolutionary Computation, (549-556)
- Litman R, Bronstein A, Bronstein M and Castellani U Supervised learning of bag-of-features shape descriptors using sparse coding Proceedings of the Symposium on Geometry Processing, (127-136)
- Xu Y, Fang X, Zhu Q, Chen Y, You J and Liu H (2014). Modified minimum squared error algorithm for robust classification and face recognition experiments, Neurocomputing, 135:C, (253-261), Online publication date: 5-Jul-2014.
- Deng X and Yao Y (2014). A Multifaceted Analysis of Probabilistic Three-way Decisions, Fundamenta Informaticae, 132:3, (291-313), Online publication date: 1-Jul-2014.
- Bielza C and Larrañaga P (2014). Discrete Bayesian Network Classifiers, ACM Computing Surveys, 47:1, (1-43), Online publication date: 1-Jul-2014.
- Lemieux V, Rahmdel P, Walker R, Wong B and Flood M Clustering Techniques And their Effect on Portfolio Formation and Risk Analysis Proceedings of the International Workshop on Data Science for Macro-Modeling, (1-6)
- Fischer R and Vielhauer C Digital crime scene analysis Proceedings of the 2nd ACM workshop on Information hiding and multimedia security, (77-82)
- Ropero R, Aguilera P and Rumí R Soft Clustering Based on Hybrid Bayesian Networks in Socioecological Cartography Proceedings of the 9th International Conference on Hybrid Artificial Intelligence Systems - Volume 8480, (607-617)
- Vázquez M and Cuevas F A 3D Facial Recognition System Using Structured Light Projection Proceedings of the 9th International Conference on Hybrid Artificial Intelligence Systems - Volume 8480, (241-253)
- Guo H, Letourneau S and Yang C A Data Driven Approach for Smart Lighting Proceedings, Part II, of the 27th International Conference on Modern Advances in Applied Intelligence - Volume 8482, (308-317)
- Mefraz Khan N, Ksantini R, Shafiq Ahmad I and Guan L (2014). Covariance-guided One-Class Support Vector Machine, Pattern Recognition, 47:6, (2165-2177), Online publication date: 1-Jun-2014.
- Chai J, Chen H, Huang L and Shang F (2014). Maximum margin multiple-instance feature weighting, Pattern Recognition, 47:6, (2091-2103), Online publication date: 1-Jun-2014.
- Luque-Baena R, Urda D, Gonzalo Claros M, Franco L and Jerez J (2014). Robust gene signatures from microarray data using genetic algorithms enriched with biological pathway keywords, Journal of Biomedical Informatics, 49:C, (32-44), Online publication date: 1-Jun-2014.
- Xu J (2014). Random block coordinate descent method for multi-label support vector machine with a zero label, Expert Systems with Applications: An International Journal, 41:7, (3418-3428), Online publication date: 1-Jun-2014.
- Bassir S, Akbari A and Nassersharif B (2014). An improved feature transformation method using mutual information, International Journal of Speech Technology, 17:2, (107-115), Online publication date: 1-Jun-2014.
- Mohapatra S, Patra D and Satpathy S (2014). An ensemble classifier system for early diagnosis of acute lymphoblastic leukemia in blood microscopic images, Neural Computing and Applications, 24:7-8, (1887-1904), Online publication date: 1-Jun-2014.
- Teyton C, Palyart M, Falleri J, Morandat F and Blanc X Automatic extraction of developer expertise Proceedings of the 18th International Conference on Evaluation and Assessment in Software Engineering, (1-10)
- Krell M, Feess D and Straube S (2014). Balanced Relative Margin Machine - The missing piece between FDA and SVM classification, Pattern Recognition Letters, 41:C, (43-52), Online publication date: 1-May-2014.
- Pichara K and Soto A (2014). Local feature selection using Gaussian process regression, Intelligent Data Analysis, 18:3, (319-336), Online publication date: 1-May-2014.
- Zhang L, Yang Y and Zimmermann R Discriminative Cellets Discovery for Fine-Grained Image Categories Retrieval Proceedings of International Conference on Multimedia Retrieval, (57-64)
- Gama J, Žliobaitė I, Bifet A, Pechenizkiy M and Bouchachia A (2014). A survey on concept drift adaptation, ACM Computing Surveys, 46:4, (1-37), Online publication date: 1-Apr-2014.
- Xing W, Wadholm B and Goggins S Learning analytics in CSCL with a focus on assessment Proceedings of the Fourth International Conference on Learning Analytics And Knowledge, (59-67)
- Luotsinen L POPSIM Proceedings of the 7th International ICST Conference on Simulation Tools and Techniques, (160-165)
- Sukthankar G, Geib C, Bui H, Pynadath D and Goldman R (2014). Plan, Activity, and Intent Recognition, 10.5555/2671144, Online publication date: 10-Mar-2014.
- (2014). Modelling the distribution of solar spectral irradiance using data mining techniques, Environmental Modelling & Software, 53:C, (163-172), Online publication date: 1-Mar-2014.
- Bouveyron C and Brunet-Saumard C (2014). Model-based clustering of high-dimensional data, Computational Statistics & Data Analysis, 71:C, (52-78), Online publication date: 1-Mar-2014.
- Vallim R, Filho J, de Mello R, de Carvalho A and Gama J (2014). Unsupervised density-based behavior change detection in data streams, Intelligent Data Analysis, 18:2, (181-201), Online publication date: 1-Mar-2014.
- Yazdi H, GhasemiGol M, Effati S, Jiriani A and Monsefi R (2014). Hierarchical tree clustering of fuzzy number, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 26:2, (541-550), Online publication date: 1-Mar-2014.
- Sabo K (2014). Center-based l1–clustering method, International Journal of Applied Mathematics and Computer Science, 24:1, (151-163), Online publication date: 1-Mar-2014.
- Kowal M and Filipczuk P (2014). Nuclei segmentation for computer-aided diagnosis of breast cancer, International Journal of Applied Mathematics and Computer Science, 24:1, (19-31), Online publication date: 1-Mar-2014.
- Yan H and Yang J (2014). Joint Laplacian feature weights learning, Pattern Recognition, 47:3, (1425-1432), Online publication date: 1-Mar-2014.
- Toh K and Tan G (2014). Exploiting the relationships among several binary classifiers via data transformation, Pattern Recognition, 47:3, (1509-1522), Online publication date: 1-Mar-2014.
- van Oosten J and Schomaker L (2014). Separability versus prototypicality in handwritten word-image retrieval, Pattern Recognition, 47:3, (1031-1038), Online publication date: 1-Mar-2014.
- Impedovo S, Mangini F and Barbuzzi D (2014). A novel prototype generation technique for handwriting digit recognition, Pattern Recognition, 47:3, (1002-1010), Online publication date: 1-Mar-2014.
- Shi C, Ruan Q and An G (2014). Editor's Choice Article, Image and Vision Computing, 32:3, (189-201), Online publication date: 1-Mar-2014.
- Miller L, Gazan R and Still S Unsupervised classification and visualization of unstructured text for the support of interdisciplinary collaboration Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing, (1033-1042)
- Bayram S, Gultekin S and Gezici S (2014). Noise enhanced hypothesis-testing according to restricted Neyman-Pearson criterion, Digital Signal Processing, 25:C, (17-27), Online publication date: 1-Feb-2014.
- Yu Tsao , Matsuda S, Hori C, Kashioka H and Chin-Hui Lee (2014). A MAP-based Online Estimation Approach to Ensemble Speaker and Speaking Environment Modeling, IEEE/ACM Transactions on Audio, Speech and Language Processing, 22:2, (403-416), Online publication date: 1-Feb-2014.
- Verbraken T, Verbeke W and Baesens B (2014). Profit optimizing customer churn prediction with Bayesian network classifiers, Intelligent Data Analysis, 18:1, (3-24), Online publication date: 1-Jan-2014.
- Bono-Nuez A, Blasco R, Casas R and Martín-del-Brío B (2014). Ambient intelligence for quality of life assessment, Journal of Ambient Intelligence and Smart Environments, 6:1, (57-70), Online publication date: 1-Jan-2014.
- Sharma A, Paliwal K, Imoto S, Miyano S, Sharma V and Ananthanarayanan R (2014). A feature selection method using fixed-point algorithm for DNA microarray gene expression data, International Journal of Knowledge-based and Intelligent Engineering Systems, 18:1, (55-59), Online publication date: 1-Jan-2014.
- Rajput P, Nagpal G and Aarti (2014). Feature weighted unsupervised classification algorithm and adaptation for software cost estimation, International Journal of Computational Intelligence Studies, 3:1, (74-93), Online publication date: 1-Jan-2014.
- Amasyali M, Demırhan A and Bal M (2014). Analysis of changes in market shares of commercial banks operating in turkey using computational intelligence algorithms, Advances in Artificial Intelligence, 2014, (1-1), Online publication date: 1-Jan-2014.
- Singh Y (2014). Individual identification using linear projection of heartbeat features, Applied Computational Intelligence and Soft Computing, 2014, (8-8), Online publication date: 1-Jan-2014.
- Khunteta A and Ghosh D (2015). Edge detection via edge-strength estimation using fuzzy reasoning and optimal threshold selection using particle swarm optimization, Advances in Fuzzy Systems, 2014, (18-18), Online publication date: 1-Jan-2014.
- Wang D, Kaplan L and Abdelzaher T (2014). Maximum likelihood analysis of conflicting observations in social sensing, ACM Transactions on Sensor Networks, 10:2, (1-27), Online publication date: 1-Jan-2014.
- Jin F, Sattar F and Goh D (2014). New approaches for spectro-temporal feature extraction with applications to respiratory sound classification, Neurocomputing, 123, (362-371), Online publication date: 1-Jan-2014.
- Zheng J, Yang D, Chen S and Wang W (2014). Incremental min-max projection analysis for classification, Neurocomputing, 123, (121-130), Online publication date: 1-Jan-2014.
- Ferreira A and Figueiredo M (2014). Incremental filter and wrapper approaches for feature discretization, Neurocomputing, 123, (60-74), Online publication date: 1-Jan-2014.
- Camplani M and Salgado L (2014). Background foreground segmentation with RGB-D Kinect data, Journal of Visual Communication and Image Representation, 25:1, (122-136), Online publication date: 1-Jan-2014.
- Li F, Ye M and Chen X (2014). An extension to Rough c-means clustering based on decision-theoretic Rough Sets model, International Journal of Approximate Reasoning, 55:1, (116-129), Online publication date: 1-Jan-2014.
- Kaur P and Chana I (2014). Cloud based intelligent system for delivering health care as a service, Computer Methods and Programs in Biomedicine, 113:1, (346-359), Online publication date: 1-Jan-2014.
- Krawczyk B, Woniak M and Schaefer G (2014). Cost-sensitive decision tree ensembles for effective imbalanced classification, Applied Soft Computing, 14, (554-562), Online publication date: 1-Jan-2014.
- Silva A, Caminhas W, Lemos A and Gomide F (2014). A fast learning algorithm for evolving neo-fuzzy neuron, Applied Soft Computing, 14, (194-209), Online publication date: 1-Jan-2014.
- Guo C, Zhou Y, Ping Y, Zhang Z, Liu G and Yang Y (2014). A distance sum-based hybrid method for intrusion detection, Applied Intelligence, 40:1, (178-188), Online publication date: 1-Jan-2014.
- Park C A Feature Selection Method Using Hierarchical Clustering Proceedings of the First International Conference on Mining Intelligence and Knowledge Exploration - Volume 8284, (1-6)
- Shah Z, Naseem R, Orgun M, Mahmood A and Shahzad S Software Clustering Using Automated Feature Subset Selection Part II of the Proceedings of the 9th International Conference on Advanced Data Mining and Applications - Volume 8347, (47-58)
- Zacarias O and Boström H Generalization of Malaria Incidence Prediction Models by Correcting Sample Selection Bias Part II of the Proceedings of the 9th International Conference on Advanced Data Mining and Applications - Volume 8347, (189-200)
- Abella J, Alcaide R, Sabaté A, Mas J, Escalera S, Gonzàlez J and Antens C Multi-modal descriptors for multi-class hand pose recognition in human computer interaction systems Proceedings of the 15th ACM on International conference on multimodal interaction, (503-508)
- Pelillo M and Scantamburlo T How Mature Is the Field of Machine Learning? Proceeding of the XIIIth International Conference on AI*IA 2013: Advances in Artificial Intelligence - Volume 8249, (121-132)
- Baños O, Damas M, Pomares H and Rojas I Handling Displacement Effects in On-Body Sensor-Based Activity Recognition 5th International Work-Conference on Ambient Assisted Living and Active Aging - Volume 8277, (80-87)
- Qian Q, Chen S and Zhou X (2013). Multi-view classification with cross-view must-link and cannot-link side information, Knowledge-Based Systems, 54:C, (137-146), Online publication date: 1-Dec-2013.
- Chen X, Mu Y, Liu H, Yan S, Rui Y and Chua T (2013). Large-scale multilabel propagation based on efficient sparse graph construction, ACM Transactions on Multimedia Computing, Communications, and Applications, 10:1, (1-20), Online publication date: 1-Dec-2013.
- Grafmüller M and Beyerer J (2013). Performance improvement of character recognition in industrial applications using prior knowledge for more reliable segmentation, Expert Systems with Applications: An International Journal, 40:17, (6955-6963), Online publication date: 1-Dec-2013.
- Heyszl J, Ibing A, Mangard S, De Santis F and Sigl G Clustering Algorithms for Non-profiled Single-Execution Attacks on Exponentiations Smart Card Research and Advanced Applications, (79-93)
- Kulczycki P and Kowalski P An Algorithm of Classification for Nonstationary Case Proceedings of the 12th Mexican International Conference on Advances in Soft Computing and Its Applications - Volume 8266, (301-313)
- Moraes R, Machado L, Prade H and Richard G Supervised Classification Using Homogeneous Logical Proportions for Binary and Nominal Features Proceedings, Part I, of the 18th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Volume 8258, (165-173)
- Roli F, Biggio B and Fumera G Pattern Recognition Systems under Attack Proceedings, Part I, of the 18th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - Volume 8258, (1-8)
- Mitra N, Wand M, Zhang H, Cohen-Or D, Kim V and Huang Q Structure-aware shape processing SIGGRAPH Asia 2013 Courses, (1-20)
- Xu X, Lu L, He P, Ma Y, Chen Q and Chen L Semi-supervised Classification with Multiple Ants Maximal Spanning Tree Proceedings of the 2013 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT) - Volume 02, (315-320)
- Hong D, Ortiz J, Whitehouse K and Culler D Towards Automatic Spatial Verification of Sensor Placement in Buildings Proceedings of the 5th ACM Workshop on Embedded Systems For Energy-Efficient Buildings, (1-8)
- Skoumas G, Pfoser D and Kyrillidis A On quantifying qualitative geospatial data Proceedings of the Second ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information, (71-78)
- Wressnegger C, Schwenk G, Arp D and Rieck K A close look on n-grams in intrusion detection Proceedings of the 2013 ACM workshop on Artificial intelligence and security, (67-76)
- Hong-Yuan W, Xiu-Jie D, Qi-Cai C and Fu-Hua C An Improved ISOMAP for Visualization and Classification of Multiple Manifolds Proceedings, Part II, of the 20th International Conference on Neural Information Processing - Volume 8227, (1-12)
- Twala B (2013). Impact of noise on credit risk prediction, Intelligent Data Analysis, 17:6, (1115-1134), Online publication date: 1-Nov-2013.
- Haghighi E and Rahmati M (2013). Theoretical aspects of mapping to multidimensional optimal regions as a multi-classifier, Intelligent Data Analysis, 17:6, (981-999), Online publication date: 1-Nov-2013.
- Castro P, Zhang D, Chen C, Li S and Pan G (2013). From taxi GPS traces to social and community dynamics, ACM Computing Surveys, 46:2, (1-34), Online publication date: 1-Nov-2013.
- Doing-Harris K, Patterson O, Igo S and Hurdle J Document sublanguage clustering to detect medical specialty in cross-institutional clinical texts Proceedings of the 7th international workshop on Data and text mining in biomedical informatics, (9-12)
- Chen X, Xuan J, Wang C, Shajahan A, Riggins R and Clarke R (2013). Reconstruction of Transcriptional Regulatory Networks by Stability-Based Network Component Analysis, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 10:6, (1347-1358), Online publication date: 1-Nov-2013.
- Yu Y, Pedrycz W and Miao D (2013). Neighborhood rough sets based multi-label classification for automatic image annotation, International Journal of Approximate Reasoning, 54:9, (1373-1387), Online publication date: 1-Nov-2013.
- De Oliveira M, Marques Ciarelli P and Oliveira E (2013). Recommendation of programming activities by multi-label classification for a formative assessment of students, Expert Systems with Applications: An International Journal, 40:16, (6641-6651), Online publication date: 1-Nov-2013.
- LóPez-Chau A, Cervantes J, LóPez-GarcíA L and Lamont F (2013). Fisher's decision tree, Expert Systems with Applications: An International Journal, 40:16, (6283-6291), Online publication date: 1-Nov-2013.
- Masala G, Golosio B, Cutzu R and Pola R (2013). A two-layered classifier based on the radial basis function for the screening of thalassaemia, Computers in Biology and Medicine, 43:11, (1724-1731), Online publication date: 1-Nov-2013.
- Can E, Oktay H and Manmatha R Predicting retweet count using visual cues Proceedings of the 22nd ACM international conference on Information & Knowledge Management, (1481-1484)
- Zeppelzauer M, Stöger A and Breiteneder C Acoustic detection of elephant presence in noisy environments Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data, (3-8)
- Yan Y, Xu Z, Liu G, Ma Z and Sebe N GLocal structural feature selection with sparsity for multimedia data understanding Proceedings of the 21st ACM international conference on Multimedia, (537-540)
- Feng R and Prabhakaran B Facilitating fashion camouflage art Proceedings of the 21st ACM international conference on Multimedia, (793-802)
- Silva L and Costa J Clustering, Noise Reduction and Visualization Using Features Extracted from the Self-Organizing Map Proceedings of the 14th International Conference on Intelligent Data Engineering and Automated Learning --- IDEAL 2013 - Volume 8206, (242-251)
- Smith B, Yin Q, Feiner S and Nayar S Gaze locking Proceedings of the 26th annual ACM symposium on User interface software and technology, (271-280)
- Romero C, López M, Luna J and Ventura S (2013). Predicting students' final performance from participation in on-line discussion forums, Computers & Education, 68:C, (458-472), Online publication date: 1-Oct-2013.
- Eid H, Salama M and Hassanien A (2013). A Feature Selection Approach for Network Intrusion Classification, International Journal of Computer Vision and Image Processing, 3:4, (51-59), Online publication date: 1-Oct-2013.
- Verbiest N, Cornelis C and Herrera F (2013). FRPS, Pattern Recognition, 46:10, (2770-2782), Online publication date: 1-Oct-2013.
- Zhang T, Liu S, Xu C and Lu H (2013). M4L, Pattern Recognition, 46:10, (2711-2723), Online publication date: 1-Oct-2013.
- Liu B, Fang B, Liu X, Chen J, Huang Z and He X (2013). Large Margin Subspace Learning for feature selection, Pattern Recognition, 46:10, (2798-2806), Online publication date: 1-Oct-2013.
- Lu G and Zheng W (2013). Complexity-reduced implementations of complete and null-space-based linear discriminant analysis, Neural Networks, 46, (165-171), Online publication date: 1-Oct-2013.
- Bertini J, Zhao L and Lopes A (2013). An incremental learning algorithm based on the K-associated graph for non-stationary data classification, Information Sciences: an International Journal, 246, (52-68), Online publication date: 1-Oct-2013.
- Wang J, Wang C and Lee J (2013). Genetic eigenhand selection for handshape classification based on compact hand extraction, Engineering Applications of Artificial Intelligence, 26:9, (2215-2226), Online publication date: 1-Oct-2013.
- Kowal M, Filipczuk P, Obuchowicz A, Korbicz J and Monczak R (2013). Computer-aided diagnosis of breast cancer based on fine needle biopsy microscopic images, Computers in Biology and Medicine, 43:10, (1563-1572), Online publication date: 1-Oct-2013.
- Calle-Alonso F, Pérez C, Arias-Nicolás J and Martín J (2013). Computer-aided diagnosis system, Computer Methods and Programs in Biomedicine, 112:1, (104-113), Online publication date: 1-Oct-2013.
- Krummenauer R, Ferrari R, Suyama R, Attux R, Junqueira C, Larzabal P, Forster P and Lopes A (2013). Maximum Likelihood-Based Direction-of-Arrival Estimator for Discrete Sources, Circuits, Systems, and Signal Processing, 32:5, (2423-2443), Online publication date: 1-Oct-2013.
- Schuldhaus D, Leutheuser H and Eskofier B Classification of daily life activities by decision level fusion of inertial sensor data Proceedings of the 8th International Conference on Body Area Networks, (77-82)
- Tsoukalas V, Kaburlasos V and Skourlas C A granular, parametric KNN classifier Proceedings of the 17th Panhellenic Conference on Informatics, (319-326)
- Wang Z and O'boyle M (2013). Using machine learning to partition streaming programs, ACM Transactions on Architecture and Code Optimization, 10:3, (1-25), Online publication date: 16-Sep-2013.
- Haimi H, Mulas M, Corona F and Vahala R (2013). Data-derived soft-sensors for biological wastewater treatment plants, Environmental Modelling & Software, 47:C, (88-107), Online publication date: 1-Sep-2013.
- Stamoulias I and Manolakos E (2013). Parallel architectures for the kNN classifier -- design of soft IP cores and FPGA implementations, ACM Transactions on Embedded Computing Systems, 13:2, (1-21), Online publication date: 1-Sep-2013.
- Lee S, Motai Y, Weiss E and Sun S (2013). Customized prediction of respiratory motion with clustering from multiple patient interaction, ACM Transactions on Intelligent Systems and Technology, 4:4, (1-17), Online publication date: 1-Sep-2013.
- Djellali C Enhancing text clustering model based on truncated singular value decomposition, fuzzy art and cross validation Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, (1078-1083)
- Srinivasan R, Roy-Chowdhury A, Rudolph C and Kohl J Quantitative modeling of artist styles in Renaissance face portraiture Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing, (94-101)
- Dong T, Xiao C, Guo X and Ishikawa Y Processing Probabilistic Range Queries over Gaussian-Based Uncertain Data Proceedings of the 13th International Symposium on Advances in Spatial and Temporal Databases - Volume 8098, (410-428)
- Khalid S, Clifton D and Tarassenko L A Bayesian Patient-Based Model for Detecting Deterioration in Vital Signs Using Manual Observations Revised Selected Papers of the Third International Symposium on Foundations of Health Information Engineering and Systems - Volume 8315, (146-158)
- Yang X, Zhang T and Xu C Locality discriminative coding for image classification Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service, (52-55)
- Kermany E, Mazzawi H, Baras D, Naveh Y and Michaelis H Analysis of advanced meter infrastructure data of water consumption in apartment buildings Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining, (1159-1167)
- Hallak A, Di-Castro D and Mannor S Model selection in markovian processes Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining, (374-382)
- Xiang S, Yuan L, Fan W, Wang Y, Thompson P and Ye J Multi-source learning with block-wise missing data for Alzheimer's disease prediction Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining, (185-193)
- Ghasemzadeh H and Jafari R (2013). Ultra low-power signal processing in wearable monitoring systems, ACM Transactions on Embedded Computing Systems, 13:1, (1-23), Online publication date: 1-Aug-2013.
- Guijarro M, Fuentes‐Fernández R, Herrera P, Ribeiro Á and Pajares G (2013). New unsupervised hybrid classifier based on the fuzzy integral, IET Computer Vision, 7:4, (272-278), Online publication date: 1-Aug-2013.
- Wang Z, Shao Y and Wu T (2013). A GA-based model selection for smooth twin parametric-margin support vector machine, Pattern Recognition, 46:8, (2267-2277), Online publication date: 1-Aug-2013.
- Di Martino M, HernáNdez G, Fiori M and FernáNdez A (2013). A new framework for optimal classifier design, Pattern Recognition, 46:8, (2249-2255), Online publication date: 1-Aug-2013.
- Zhang J, Xiang Y, Zhou W and Wang Y (2013). Unsupervised traffic classification using flow statistical properties and IP packet payload, Journal of Computer and System Sciences, 79:5, (573-585), Online publication date: 1-Aug-2013.
- Zeng H, Song A and Cheung Y (2013). Improving clustering with pairwise constraints, Knowledge and Information Systems, 36:2, (489-515), Online publication date: 1-Aug-2013.
- Pessiot J, Kim H and Fujibuchi W (2013). Pairwise ranking component analysis, Knowledge and Information Systems, 36:2, (459-487), Online publication date: 1-Aug-2013.
- Nasri M, Saryazdi S and Nezamabadi-Pour H (2013). A Fast Adaptive Salt and Pepper Noise Reduction Method in Images, Circuits, Systems, and Signal Processing, 32:4, (1839-1857), Online publication date: 1-Aug-2013.
- Kim C, Zimmer H, Pritch Y, Sorkine-Hornung A and Gross M (2013). Scene reconstruction from high spatio-angular resolution light fields, ACM Transactions on Graphics, 32:4, (1-12), Online publication date: 21-Jul-2013.
- Gençer M, Bilgin G, Zan Ö and Voyvodaoğlu T A new framework for increasing user engagement in mobile applications using machine learning techniques Proceedings of the Second international conference on Design, User Experience, and Usability: web, mobile, and product design - Volume Part IV, (651-659)
- Kokkula S and Musti N Classification and outlier detection based on topic based pattern synthesis Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition, (99-114)
- Winkler S, Affenzeller M and Stekel H Evolutionary identification of cancer predictors using clustered data Proceedings of the 15th annual conference companion on Genetic and evolutionary computation, (1463-1470)
- Marzukhi S, Browne W and Zhang M Adaptive artificial datasets through learning classifier systems for classification tasks Proceedings of the 15th annual conference companion on Genetic and evolutionary computation, (1243-1250)
- Fu W, Johnston M and Zhang M Genetic programming for edge detection using multivariate density Proceedings of the 15th annual conference on Genetic and evolutionary computation, (917-924)
- Huang R and Sun S (2013). Kernel regression with sparse metric learning, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 24:4, (775-787), Online publication date: 1-Jul-2013.
- Jiang H and Hallstrom J (2013). Fast, Accurate Event Classification on Resource-Lean Embedded Sensors, ACM Transactions on Autonomous and Adaptive Systems, 8:2, (1-22), Online publication date: 1-Jul-2013.
- Song M, Yang H, Siadat S and Pechenizkiy M (2013). A comparative study of dimensionality reduction techniques to enhance trace clustering performances, Expert Systems with Applications: An International Journal, 40:9, (3722-3737), Online publication date: 1-Jul-2013.
- Luque-Baena R, Elizondo D, LóPez-Rubio E, Palomo E and Watson T (2013). Assessment of geometric features for individual identification and verification in biometric hand systems, Expert Systems with Applications: An International Journal, 40:9, (3580-3594), Online publication date: 1-Jul-2013.
- Waterland A, Angelino E, Cubuk E, Kaxiras E, Adams R, Appavoo J and Seltzer M Computational caches Proceedings of the 6th International Systems and Storage Conference, (1-7)
- Feragen A, Owen M, Petersen J, Wille M, Thomsen L, Dirksen A and de Bruijne M Tree-space statistics and approximations for large-scale analysis of anatomical trees Proceedings of the 23rd international conference on Information Processing in Medical Imaging, (74-85)
- Toews M, Zöllei L and Wells W Feature-based alignment of volumetric multi-modal images Proceedings of the 23rd international conference on Information Processing in Medical Imaging, (25-36)
- Rezaeian I, Li Y, Crozier M, Andrechek E, Ngom A, Rueda L and Porter L Identifying informative genes for prediction of breast cancer subtypes Proceedings of the 8th IAPR international conference on Pattern Recognition in Bioinformatics, (138-148)
- Du L and Shen Y Joint clustering and feature selection Proceedings of the 14th international conference on Web-Age Information Management, (241-252)
- Baños O, Damas M, Pomares H and Rojas I Activity recognition based on a multi-sensor meta-classifier Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II, (208-215)
- Khashman A and Abbas H Acute lymphoblastic leukemia identification using blood smear images and a neural classifier Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II, (80-87)
- de Paula Barros A and Barreto G Improving the classification performance of optimal linear associative memory in the presence of outliers Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I, (622-632)
- Pastor-Pellicer J, Zamora-Martínez F, España-Boquera S and Castro-Bleda M F-measure as the error function to train neural networks Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I, (376-384)
- Abhinandan K A memory stimulating brain-computer interface Proceedings of the 6th international conference on Advances in Brain Inspired Cognitive Systems, (182-191)
- Banf M and Blanz V Man made structure detection and verification of object recognition in images for the visually impaired Proceedings of the 6th International Conference on Computer Vision / Computer Graphics Collaboration Techniques and Applications, (1-8)
- Hristov V and Agre G (2013). A Software System for Classification of Archaeological Artefacts Represented by 2D Plans, Cybernetics and Information Technologies, 13:2, (82-96), Online publication date: 1-Jun-2013.
- Hoseini-Tabatabaei S, Gluhak A and Tafazolli R (2013). A survey on smartphone-based systems for opportunistic user context recognition, ACM Computing Surveys, 45:3, (1-51), Online publication date: 1-Jun-2013.
- Iosifidis A, Tefas A and Pitas I (2013). Multi-view action recognition based on action volumes, fuzzy distances and cluster discriminant analysis, Signal Processing, 93:6, (1445-1457), Online publication date: 1-Jun-2013.
- Wang Z and Sun X (2013). Multiple kernel local Fisher discriminant analysis for face recognition, Signal Processing, 93:6, (1496-1509), Online publication date: 1-Jun-2013.
- Li C, Liu Q, Liu J and Lu H (2013). Ordinal regularized manifold feature extraction for image ranking, Signal Processing, 93:6, (1651-1661), Online publication date: 1-Jun-2013.
- Zhang L, Song M, Liu X, Bu J and Chen C (2013). Fast multi-view segment graph kernel for object classification, Signal Processing, 93:6, (1597-1607), Online publication date: 1-Jun-2013.
- Wang Z, Zhu C, Gao D and Chen S (2013). Three-fold structured classifier design based on matrix pattern, Pattern Recognition, 46:6, (1532-1555), Online publication date: 1-Jun-2013.
- Chen X, Yang J, Zhang D and Liang J (2013). Complete large margin linear discriminant analysis using mathematical programming approach, Pattern Recognition, 46:6, (1579-1594), Online publication date: 1-Jun-2013.
- Castellanos-GarzóN J and DíAz F (2013). An evolutionary computational model applied to cluster analysis of DNA microarray data, Expert Systems with Applications: An International Journal, 40:7, (2575-2591), Online publication date: 1-Jun-2013.
- Subasi A (2013). Classification of EMG signals using PSO optimized SVM for diagnosis of neuromuscular disorders, Computers in Biology and Medicine, 43:5, (576-586), Online publication date: 1-Jun-2013.
- Zhang C and Zhang S (2013). A supervised orthogonal discriminant projection for tumor classification using gene expression data, Computers in Biology and Medicine, 43:5, (568-575), Online publication date: 1-Jun-2013.
- Garde A, Voss A, Caminal P, Benito S and Giraldo B (2013). SVM-based feature selection to optimize sensitivity-specificity balance applied to weaning, Computers in Biology and Medicine, 43:5, (533-540), Online publication date: 1-Jun-2013.
- Zhang L, Liao L and Ng M (2013). Superlinear Convergence of a General Algorithm for the Generalized Foley---Sammon Discriminant Analysis, Journal of Optimization Theory and Applications, 157:3, (853-865), Online publication date: 1-Jun-2013.
- Sharad M, Fan D and Roy K Ultra low power associative computing with spin neurons and resistive crossbar memory Proceedings of the 50th Annual Design Automation Conference, (1-6)
- Louati A, Aufaure M, Cuvelier E and Pimentel B Soft and Adaptive Aggregation of Heterogeneous Graphs with Heterogeneous Attributes Revised Selected and Invited Papers of the International Workshop on Semantic Web Collaborative Spaces - Volume 9507, (145-180)
- Sarker F, Tiropanis T and Davis H Exploring student predictive model that relies on institutional databases and open data instead of traditional questionnaires Proceedings of the 22nd International Conference on World Wide Web, (413-418)
- Huang J, Xie Y, Yu F, Ke Q, Abadi M, Gillum E and Mao Z SocialWatch Proceedings of the 8th ACM SIGSAC symposium on Information, computer and communications security, (143-148)
- el Achkar C, Massé F, Arami A and Aminian K Physical activity recognition via minimal in-shoes force sensor configuration Proceedings of the 7th International Conference on Pervasive Computing Technologies for Healthcare, (256-259)
- De Choudhury M, Counts S and Horvitz E Social media as a measurement tool of depression in populations Proceedings of the 5th Annual ACM Web Science Conference, (47-56)
- Effati S, Yazdi H and Sharahi A (2013). Fuzzy clustering algorithm for fuzzy data based on α-cuts, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 24:3, (511-519), Online publication date: 1-May-2013.
- Nymoen K, Godøy R, Jensenius A and Torresen J (2013). Analyzing correspondence between sound objects and body motion, ACM Transactions on Applied Perception, 10:2, (1-22), Online publication date: 1-May-2013.
- Alsulaiman F, Sakr N, Valdés J and El Saddik A (2013). Identity verification based on handwritten signatures with haptic information using genetic programming, ACM Transactions on Multimedia Computing, Communications, and Applications, 9:2, (1-21), Online publication date: 1-May-2013.
- SáNchez-HernáNdez G, Chiclana F, Agell N and Aguado J (2013). Ranking and selection of unsupervised learning marketing segmentation, Knowledge-Based Systems, 44, (20-33), Online publication date: 1-May-2013.
- Xu J, Yang J and Lai Z (2013). K-local hyperplane distance nearest neighbor classifier oriented local discriminant analysis, Information Sciences: an International Journal, 232, (11-26), Online publication date: 1-May-2013.
- Reitmaier T and Sick B (2013). Let us know your decision, Information Sciences: an International Journal, 230, (106-131), Online publication date: 1-May-2013.
- Hariharan M, Fook C, Sindhu R, Adom A and Yaacob S (2013). Objective evaluation of speech dysfluencies using wavelet packet transform with sample entropy, Digital Signal Processing, 23:3, (952-959), Online publication date: 1-May-2013.
- Zhang Y, Meratnia N and Havinga P (2013). Distributed online outlier detection in wireless sensor networks using ellipsoidal support vector machine, Ad Hoc Networks, 11:3, (1062-1074), Online publication date: 1-May-2013.
- De Choudhury M, Counts S and Horvitz E Predicting postpartum changes in emotion and behavior via social media Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, (3267-3276)
- Xiong P, Pu C, Zhu X and Griffith R vPerfGuard Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering, (271-282)
- Kitts B, Au D and Burdick B Real-Time Television ROI Tracking Using Mirrored Experimental Designs Revised Selected Papers of PAKDD 2013 International Workshops on Trends and Applications in Knowledge Discovery and Data Mining - Volume 7867, (95-108)
- Hermans F, Rensfelt O, Voigt T, Ngai E, Norden L and Gunningberg P SoNIC Proceedings of the 12th international conference on Information processing in sensor networks, (55-66)
- Fu W, Johnston M and Zhang M Genetic programming for automatic construction of variant features in edge detection Proceedings of the 16th European conference on Applications of Evolutionary Computation, (354-364)
- Balcan M, Blum A and Gupta A (2013). Clustering under approximation stability, Journal of the ACM, 60:2, (1-34), Online publication date: 1-Apr-2013.
- Zhou D, Shen X, Wang G and Liu Y (2013). Letters, Neurocomputing, 106, (61-67), Online publication date: 1-Apr-2013.
- Park B, Oh S and Pedrycz W (2013). The design of polynomial function-based neural network predictors for detection of software defects, Information Sciences: an International Journal, 229, (40-57), Online publication date: 1-Apr-2013.
- Lillo-Castellano J, Mora-JiméNez I, Santiago-Mozos R, Rojo-ÁLvarez J, Ramiro-BargueñO J and Algora-Weber A (2013). Weaning outcome prediction from heterogeneous time series using Normalized Compression Distance and Multidimensional Scaling, Expert Systems with Applications: An International Journal, 40:5, (1737-1747), Online publication date: 1-Apr-2013.
- Pimentel B and De Souza R (2013). A multivariate fuzzy c-means method, Applied Soft Computing, 13:4, (1592-1607), Online publication date: 1-Apr-2013.
- Nanni L and Lumini A (2013). Heterogeneous bag-of-features for object/scene recognition, Applied Soft Computing, 13:4, (2171-2178), Online publication date: 1-Apr-2013.
- Wu O, Hu W and Shi L (2013). Measuring the Visual Complexities of Web Pages, ACM Transactions on the Web, 7:1, (1-34), Online publication date: 1-Mar-2013.
- Sundaram S and Ramakrishnan A (2013). Attention-Feedback Based Robust Segmentation of Online Handwritten Isolated Tamil Words, ACM Transactions on Asian Language Information Processing, 12:1, (1-25), Online publication date: 1-Mar-2013.
- Tan R, Xing G, Chen J, Song W and Huang R (2013). Fusion-based volcanic earthquake detection and timing in wireless sensor networks, ACM Transactions on Sensor Networks, 9:2, (1-25), Online publication date: 1-Mar-2013.
- Zhao X, DellandréA E, Zou J and Chen L (2013). A unified probabilistic framework for automatic 3D facial expression analysis based on a Bayesian belief inference and statistical feature models, Image and Vision Computing, 31:3, (231-245), Online publication date: 1-Mar-2013.
- Chavarriaga R, Bayati H and Millán J (2013). Unsupervised adaptation for acceleration-based activity recognition, Personal and Ubiquitous Computing, 17:3, (479-490), Online publication date: 1-Mar-2013.
- Zhao M and Zhu S (2013). Abstract painting with interactive control of perceptual entropy, ACM Transactions on Applied Perception, 10:1, (1-21), Online publication date: 1-Feb-2013.
- Xu J and Yin J (2013). Kernel least absolute shrinkage and selection operator regression classifier for pattern classification, IET Computer Vision, 7:1, (48-55), Online publication date: 1-Feb-2013.
- Li H, Yang J, Zhang G and Fan B (2013). Probabilistic support vector machines for classification of noise affected data, Information Sciences: an International Journal, 221, (60-71), Online publication date: 1-Feb-2013.
- Zhang B, Wang X, Karray F, Yang Z and Zhang D (2013). Computerized facial diagnosis using both color and texture features, Information Sciences: an International Journal, 221, (49-59), Online publication date: 1-Feb-2013.
- Angelov P and Yager R (2013). Density-based averaging - A new operator for data fusion, Information Sciences: an International Journal, 222, (163-174), Online publication date: 1-Feb-2013.
- Metallinou A, Katsamanis A and Narayanan S (2013). Tracking continuous emotional trends of participants during affective dyadic interactions using body language and speech information, Image and Vision Computing, 31:2, (137-152), Online publication date: 1-Feb-2013.
- Castellanos-GarzóN J, GarcíA C, Novais P and DíAz F (2013). A visual analytics framework for cluster analysis of DNA microarray data, Expert Systems with Applications: An International Journal, 40:2, (758-774), Online publication date: 1-Feb-2013.
- Papa J, Nakamura R, De Albuquerque V, FalcãO A and Tavares J (2013). Computer techniques towards the automatic characterization of graphite particles in metallographic images of industrial materials, Expert Systems with Applications: An International Journal, 40:2, (590-597), Online publication date: 1-Feb-2013.
- Ferraro M, Irpino A, Verde R and Guarracino M A Novel Feature Selection Method for Classification Using a Fuzzy Criterion Revised Selected Papers of the 7th International Conference on Learning and Intelligent Optimization - Volume 7997, (455-467)
- Balcan M, Borgs C, Braverman M, Chayes J and Teng S Finding endogenously formed communities Proceedings of the twenty-fourth annual ACM-SIAM symposium on Discrete algorithms, (767-783)
- Wang H, Düntsch I and Trindade L (2013). Lattice Machine Classification based on Contextual Probability, Fundamenta Informaticae, 127:1-4, (241-256), Online publication date: 1-Jan-2013.
- Henry C and Ramanna S Maximal clique enumeration in finding near neighbourhoods Transactions on Rough Sets XVI, (103-124)
- Li F and Liu Q An extension to rough c-means clustering algorithm based on boundary area elements discrimination Transactions on Rough Sets XVI, (17-33)
- Iam-On N and Boongoen T Pairwise similarity for cluster ensemble problem Transactions on Large-Scale Data- and Knowledge-centered systems IX, (95-122)
- Dobján T and Nemeth G (2013). Spectrum skeletonization, Acta Cybernetica, 21:1, (89-103), Online publication date: 1-Jan-2013.
- Song H, Cui X and Sun F (2013). Breast tissue 3D segmentation and visualization on MRI, Journal of Biomedical Imaging, 2013, (20-20), Online publication date: 1-Jan-2013.
- Wu X, Li J, Ayutyanont N, Protas H, Jagust W, Fleisher A, Reiman E, Yao L and Chen K (2013). The Receiver Operational Characteristic for Binary Classification with Multiple Indices and Its Application to the Neuroimaging Study of Alzheimer's Disease, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 10:1, (173-180), Online publication date: 1-Jan-2013.
- Wang J, Chung F, Deng Z, Wang S and Ying W (2013). Weighted spherical 1-mean with phase shift and its application in electrocardiogram discord detection, Artificial Intelligence in Medicine, 57:1, (59-71), Online publication date: 1-Jan-2013.
- Kumar P, Bhagvati C and Agarwal A On performance analysis of end-to-end OCR systems of Indic scripts Proceeding of the workshop on Document Analysis and Recognition, (132-138)
- Sundaram S, K B and Ramakrishnan A Language models for online handwritten Tamil word recognition Proceeding of the workshop on Document Analysis and Recognition, (42-48)
- Rani R, Dhir R and Lehal G Performance analysis of feature extractors and classifiers for script recognition of English and Gurmukhi words Proceeding of the workshop on Document Analysis and Recognition, (30-36)
- Kumar D and Ramakrishnan A Recognition of Kannada characters extracted from scene images Proceeding of the workshop on Document Analysis and Recognition, (15-21)
- Kumar D, Prasad M and Ramakrishnan A MAPS Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing, (1-7)
- Sun J, Wang F, Hu J and Edabollahi S (2012). Supervised patient similarity measure of heterogeneous patient records, ACM SIGKDD Explorations Newsletter, 14:1, (16-24), Online publication date: 10-Dec-2012.
- Cheung Y and Jia H Unsupervised Feature Selection with Feature Clustering Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01, (9-15)
- Yang J, Zhu K and Zhong N Local Tangent Distances for Classification Problems Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01, (396-401)
- Chen W, Feng G, Zou X and Liu Z A competitive model for semi-supervised discriminant analysis Proceedings of the 7th Chinese conference on Biometric Recognition, (380-387)
- Wang Y and Tseng M A two-step hierarchical product configurator design methodology Proceedings of the 20th international conference on Foundations of Intelligent Systems, (343-348)
- Ostrovsky R, Rabani Y, Schulman L and Swamy C (2013). The effectiveness of lloyd-type methods for the k-means problem, Journal of the ACM, 59:6, (1-22), Online publication date: 1-Dec-2012.
- Qiu X, Cao L, Liu Z and Huang X (2012). Recognizing Inference in Texts with Markov Logic Networks, ACM Transactions on Asian Language Information Processing, 11:4, (1-23), Online publication date: 1-Dec-2012.
- Tan R, Xing G, Liu X, Yao J and Yuan Z (2013). Adaptive calibration for fusion-based cyber-physical systems, ACM Transactions on Embedded Computing Systems, 11:4, (1-25), Online publication date: 1-Dec-2012.
- Chi C, Nick Street W, Robinson J and Crawford M (2012). Individualized patient-centered lifestyle recommendations, Journal of Biomedical Informatics, 45:6, (1164-1174), Online publication date: 1-Dec-2012.
- Graepel T, Lauter K and Naehrig M ML confidential Proceedings of the 15th international conference on Information Security and Cryptology, (1-21)
- Krawczyk B, Filipczuk P and Woźniak M Adaptive Splitting and Selection Algorithm for Classification of Breast Cytology Images Computational Collective Intelligence. Technologies and Applications, (475-484)
- Cyganek B and Woźniak M Pixel-Based object detection and tracking with ensemble of support vector machines and extended structural tensor Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part I, (104-113)
- Sohn M, Lee S, Kim D, Kim B and Kim H A comparison of 3D hand gesture recognition using dynamic time warping Proceedings of the 27th Conference on Image and Vision Computing New Zealand, (418-422)
- Bozorgtabar B and Goecke R An improved NN training scheme using two-stage LDA features for face recognition Proceedings of the 19th international conference on Neural Information Processing - Volume Part V, (662-671)
- Maszczyk T and Duch W Recursive similarity-based algorithm for deep learning Proceedings of the 19th international conference on Neural Information Processing - Volume Part III, (390-397)
- Chaibi A, Lebbah M and Azzag H Novelty detection using a new group outlier factor Proceedings of the 19th international conference on Neural Information Processing - Volume Part III, (364-372)
- Tariq A, Shaukat A and Khan S A Gaussian mixture model based system for detection of macula in fundus images Proceedings of the 19th international conference on Neural Information Processing - Volume Part II, (33-40)
- Thasleema T and Narayanan N Wavelet transform based consonant - vowel (CV) classification using support vector machines Proceedings of the 19th international conference on Neural Information Processing - Volume Part II, (250-257)
- Cheng J, Cheng C and Guo Y Supervised isomap based on pairwise constraints Proceedings of the 19th international conference on Neural Information Processing - Volume Part I, (447-454)
- Pesarin A, Tait M, Vinciarelli A, Segalin C, Bilancia G and Cristani M Generative modelling of dyadic conversations Proceedings of the First international conference on Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, (1-8)
- Ali T, Tome P, Fierrez J, Vera-Rodriguez R, Spreeuwers L and Veldhuis R A Study of Identification Performance of Facial Regions from CCTV Images Computational Forensics, (83-91)
- Lovato P, Bicego M, Cristani M, Jojic N and Perina A Feature selection using counting grids Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition, (629-637)
- Zhang Z and Hancock E Hypergraph spectra for unsupervised feature selection Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition, (620-628)
- Li R, Liang S, Lee D and Byon Y TrafficPulse Proceedings of the First ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, (9-16)
- Deng F, Kim S, Tai Y and Brown M Color-Aware regularization for gradient domain image manipulation Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV, (392-405)
- Lei Z and Li S Learning discriminant face descriptor for face recognition Proceedings of the 11th Asian conference on Computer Vision - Volume Part II, (748-759)
- Zaharescu A and Wildes R Spatiotemporal salience via centre-surround comparison of visual spacetime orientations Proceedings of the 11th Asian conference on Computer Vision - Volume Part III, (533-546)
- Kramarev V, Demetz O, Schroers C and Weickert J Cross anisotropic cost volume filtering for segmentation Proceedings of the 11th Asian conference on Computer Vision - Volume Part I, (803-814)
- Kobayashi T Generalized mutual subspace based methods for image set classification Proceedings of the 11th Asian conference on Computer Vision - Volume Part I, (578-592)
- Potapova E, Zillich M and Vincze M Local 3d symmetry for visual saliency in 2.5d point clouds Proceedings of the 11th Asian conference on Computer Vision - Volume Part I, (434-445)
- Eichner M and Ferrari V Appearance sharing for collective human pose estimation Proceedings of the 11th Asian conference on Computer Vision - Volume Part I, (138-151)
- Lejeune M (2012). Pattern-Based Modeling and Solution of Probabilistically Constrained Optimization Problems, Operations Research, 60:6, (1356-1372), Online publication date: 1-Nov-2012.
- Adomavicius G and Zhang J (2012). Stability of Recommendation Algorithms, ACM Transactions on Information Systems, 30:4, (1-31), Online publication date: 1-Nov-2012.
- Cristani M, Roffo G, Segalin C, Bazzani L, Vinciarelli A and Murino V Conversationally-inspired stylometric features for authorship attribution in instant messaging Proceedings of the 20th ACM international conference on Multimedia, (1121-1124)
- Henter D, Borth D and Ulges A Tag suggestion on youtube by personalizing content-based auto-annotation Proceedings of the ACM multimedia 2012 workshop on Crowdsourcing for multimedia, (41-46)
- Restificar A and Ananiadou S Inferring appropriate eligibility criteria in clinical trial protocols without labeled data Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics, (21-28)
- Jaiswal A, Kumar N and Agrawal R Statistical framework for facial pose classification Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I, (87-96)
- Parvin H, Ansari S and Parvin S A diversity production approach in ensemble of base classifiers Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I, (51-60)
- Yaneli A, Nicandro C, Efrén M, Enrique M, Nancy P and Héctor Gabriel A Assessment of bayesian network classifiers as tools for discriminating breast cancer pre-diagnosis based on three diagnostic methods Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I, (419-431)
- de Amorim R An empirical evaluation of different initializations on the number of k-means iterations Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I, (15-26)
- Gomez J and Moens M Document categorization based on minimum loss of reconstruction information Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II, (91-103)
- González J Multiple fault diagnosis in electrical power systems with dynamic load changes using soft computing Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II, (317-328)
- PăźTrăźUcean V, Gurdjos P and Gioi R A Parameterless Line Segment and Elliptical Arc Detector with Enhanced Ellipse Fitting Proceedings, Part II, of the 12th European Conference on Computer Vision --- ECCV 2012 - Volume 7573, (572-585)
- Alonso-Fernandez F and Bigun J Periocular recognition using retinotopic sampling and gabor decomposition Proceedings of the 12th international conference on Computer Vision - Volume 2, (309-318)
- Han H, Shan S, Chen X, Lao S and Gao W Separability oriented preprocessing for illumination-insensitive face recognition Proceedings of the 12th European conference on Computer Vision - Volume Part VII, (307-320)
- He J, Zhang D and Zhu X Adaptive pattern recognition of myoelectric signal towards practical multifunctional prosthesis control Proceedings of the 5th international conference on Intelligent Robotics and Applications - Volume Part I, (518-525)
- Garcia-Piquer A, Fornells A, Orriols-Puig A, Corral G and Golobardes E (2012). Data classification through an evolutionary approach based on multiple criteria, Knowledge and Information Systems, 33:1, (35-56), Online publication date: 1-Oct-2012.
- Costa G, Manco G, Ortale R and Ritacco E (2012). From global to local and viceversa, Knowledge and Information Systems, 33:1, (137-169), Online publication date: 1-Oct-2012.
- Gao Y and Bouix S Synthesis of realistic subcortical anatomy with known surface deformations Proceedings of the 2012 international conference on Mesh Processing in Medical Image Analysis, (80-88)
- Rubisch J, Doppler J, Schuster S and Raffaseder H Accessibility considerations in designing a layperson's application for score music description Proceedings of the 7th Audio Mostly Conference: A Conference on Interaction with Sound, (98-105)
- Cyganek B Embedding of the extended euclidean distance into pattern recognition with higher-order singular value decomposition of prototype tensors Proceedings of the 11th IFIP TC 8 international conference on Computer Information Systems and Industrial Management, (180-190)
- Strzelecki M, Skonieczka S, Michalski B, Lipiec P and Kasprzak J Quantification of the Myocardial Viability Based on Texture Parameters of Contrast Ultrasound Images Proceedings of the International Conference on Computer Vision and Graphics - Volume 7594, (641-648)
- Kasprzak W and Stefańczyk M 3D Semantic Map Computation Based on Depth Map and Video Image Proceedings of the International Conference on Computer Vision and Graphics - Volume 7594, (441-448)
- Habibzadeh M, Krzyżak A and Fevens T Analysis of White Blood Cell Differential Counts Using Dual-Tree Complex Wavelet Transform and Support Vector Machine Classifier Proceedings of the International Conference on Computer Vision and Graphics - Volume 7594, (414-422)
- Savchenko A Statistical recognition of a set of patterns using novel probability neural network Proceedings of the 5th INNS IAPR TC 3 GIRPR conference on Artificial Neural Networks in Pattern Recognition, (93-103)
- Araújo D, Neto A and Martins A Comparative study on information theoretic clustering and classical clustering algorithms Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II, (459-466)
- Bezerra B, Zanchettin C and de Andrade V A MDRNN-SVM hybrid model for cursive offline handwriting recognition Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II, (246-254)
- Neves R, Zanchettin C and Filho A An efficient way of combining SVMs for handwritten digit recognition Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II, (229-237)
- Arndt C, Kraetzer C and Vielhauer C First approach for a computer-aided textile fiber type determination based on template matching using a 3D laser scanning microscope Proceedings of the on Multimedia and security, (57-66)
- Plötz T, Hammerla N, Rozga A, Reavis A, Call N and Abowd G Automatic assessment of problem behavior in individuals with developmental disabilities Proceedings of the 2012 ACM Conference on Ubiquitous Computing, (391-400)
- Makrushin A, Kiertscher T, Fischer R, Gruhn S, Vielhauer C and Dittmann J Computer-aided contact-less localization of latent fingerprints in low-resolution CWL scans Proceedings of the 13th IFIP TC 6/TC 11 international conference on Communications and Multimedia Security, (89-98)
- Carmel D, Roitman H and Yom-Tov E (2012). On the Relationship between Novelty and Popularity of User-Generated Content, ACM Transactions on Intelligent Systems and Technology, 3:4, (1-19), Online publication date: 1-Sep-2012.
- Zhang L and Chan K (2012). Adaptive Bayesian HMM for Fully Unsupervised Chinese Part-of-Speech Induction, ACM Transactions on Asian Language Information Processing, 11:3, (1-22), Online publication date: 1-Sep-2012.
- Karacali B (2012). Hierarchical Motif Vectors for Prediction of Functional Sites in Amino Acid Sequences Using Quasi-Supervised Learning, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 9:5, (1432-1441), Online publication date: 1-Sep-2012.
- Inácio M, Maia R and Caminhas W Evolving fuzzy classifier based on the modified ECM algorithm for pattern classification Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning, (612-621)
- Ren T, Cavalcanti G, Gabriel D and Pinheiro H A hybrid GMM speaker verification system for mobile devices in variable environments Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning, (451-458)
- de Sousa Nobre F, Machado P and Lemos R Comparative study of methods for segmentation of digital images of birds Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning, (360-365)
- Jackowski K, Krawczyk B and Woźniak M Cost-Sensitive splitting and selection method for medical decision support system Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning, (850-857)
- Combe D, Largeron C, Egyed-Zsigmond E and Gery M Combining Relations and Text in Scientific Network Clustering Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012), (1248-1253)
- Chen W, Chen H, Tseng Y, Hsu K, Hsieh S, Chien Y, Hwu W and Lai F Newborn Screening for Phenylketonuria Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012), (798-803)
- Cheng Y, Xie Y, Zhang K, Agrawal A and Choudhary A CluChunk Proceedings of the 1st International Workshop on Big Data, Streams and Heterogeneous Source Mining: Algorithms, Systems, Programming Models and Applications, (12-19)
- Lieberman M and Samet H Adaptive context features for toponym resolution in streaming news Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval, (731-740)
- Shen J, Pang H, Wang M and Yan S Modeling concept dynamics for large scale music search Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval, (455-464)
- Bellala G, Marwah M, Arlitt M, Lyon G and Bash C Following the electrons Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, (994-1002)
- Woznica A, Nguyen P and Kalousis A Model mining for robust feature selection Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, (913-921)
- Tang J and Liu H Unsupervised feature selection for linked social media data Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, (904-912)
- Raju B and Kumari V Parameter-lite clustering algorithm based on MST and fuzzy similarity merging Proceedings of the International Conference on Advances in Computing, Communications and Informatics, (1019-1026)
- Kumar N, Jaiswal A and Agrawal R Performance evaluation of subspace methods to tackle small sample size problem in face recognition Proceedings of the International Conference on Advances in Computing, Communications and Informatics, (938-944)
- Gupta A, Agrawal R and Kaur B A three phase approach for mental task classification using EEG Proceedings of the International Conference on Advances in Computing, Communications and Informatics, (898-904)
- Vijilious M, Ganapathy S and Bharathi V Palmprint feature extraction approach using nonsubsampled contourlet transform and orthogonal moments Proceedings of the International Conference on Advances in Computing, Communications and Informatics, (735-739)
- Devasena C and Hemalatha M Object detection in video using Lorenz information measure and discrete wavelet transform Proceedings of the International Conference on Advances in Computing, Communications and Informatics, (200-206)
- Nayak R, Mishra D, Das S, Shaw K, Mishra S and Tripathy R Clustering and classifying informative attributes using rough set theory Proceedings of the International Conference on Advances in Computing, Communications and Informatics, (118-123)
- Liu S, Ruan Q, Wang C and An G (2012). Tensor rank one differential graph preserving analysis for facial expression recognition, Image and Vision Computing, 30:8, (535-545), Online publication date: 1-Aug-2012.
- Schetinin V and Jakaite L (2012). Classification of newborn EEG maturity with Bayesian averaging over decision trees, Expert Systems with Applications: An International Journal, 39:10, (9340-9347), Online publication date: 1-Aug-2012.
- Chen Y, Wang H, Zhang J, Garty G, Simaan N, Lawrence Yao Y and Brenner D (2012). Automated recognition of robotic manipulation failures in high-throughput biodosimetry tool, Expert Systems with Applications: An International Journal, 39:10, (9602-9611), Online publication date: 1-Aug-2012.
- Matić D, Kulić F, Pineda-Sánchez M and Kamenko I (2012). Support vector machine classifier for diagnosis in electrical machines, Expert Systems with Applications: An International Journal, 39:10, (8681-8689), Online publication date: 1-Aug-2012.
- Hanna S, Huang L, Wu E, Li S, Chen C and Song D Juxtapp Proceedings of the 9th international conference on Detection of Intrusions and Malware, and Vulnerability Assessment, (62-81)
- Pitelis N and Tefas A Discriminant subspace learning based on support vectors machines Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition, (198-212)
- Bobrowski L and Łukaszuk T Prognostic modeling with high dimensional and censored data Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects, (178-193)
- Lu S, Wei W, Fu X and Xu B Translation model based cross-lingual language model adaptation Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, (512-522)
- Gambs S, Gmati A and Hurfin M Reconstruction attack through classifier analysis Proceedings of the 26th Annual IFIP WG 11.3 conference on Data and Applications Security and Privacy, (274-281)
- Kim W, Oh S and Kim J Design of optimized radial basis function neural networks classifier with the aid of fuzzy clustering and data preprocessing method Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II, (38-45)
- Saeed M LEFT-logical expressions feature transformation Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II, (149-158)
- Tosch E and Spector L Achieving COSMOS Proceedings of the 14th annual conference companion on Genetic and evolutionary computation, (417-424)
- Xu R and Zhang J Estimating markov switching model using differential evolution algorithm in prospective infectious disease outbreak detection Proceedings of the 14th annual conference on Genetic and evolutionary computation, (1183-1190)
- Marzukhi S, Browne W and Zhang M Two-cornered learning classifier systems for pattern generation and classification Proceedings of the 14th annual conference on Genetic and evolutionary computation, (895-902)
- Somayajula S, Joshi A and Leahy R Non-rigid image registration using gaussian mixture models Proceedings of the 5th international conference on Biomedical Image Registration, (286-295)
- Migut M and Worring M (2012). Visual exploration of classification models for various data types in risk assessment, Information Visualization, 11:3, (237-251), Online publication date: 1-Jul-2012.
- Sengupta S and Bandyopadhyay S (2012). De Novo Design of Potential RecA Inhibitors Using MultiObjective Optimization, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 9:4, (1139-1154), Online publication date: 1-Jul-2012.
- Zhang Y, Cheng H, Huang J and Tang X (2012). An effective and objective criterion for evaluating the performance of denoising filters, Pattern Recognition, 45:7, (2743-2757), Online publication date: 1-Jul-2012.
- Ching W, Chu D, Liao L and Wang X (2012). Regularized orthogonal linear discriminant analysis, Pattern Recognition, 45:7, (2719-2732), Online publication date: 1-Jul-2012.
- Pal S, Meher S and Dutta S (2012). Class-dependent rough-fuzzy granular space, dispersion index and classification, Pattern Recognition, 45:7, (2690-2707), Online publication date: 1-Jul-2012.
- Banos O, Damas M, Pomares H, Prieto A and Rojas I (2012). Daily living activity recognition based on statistical feature quality group selection, Expert Systems with Applications: An International Journal, 39:9, (8013-8021), Online publication date: 1-Jul-2012.
- Akram M, Tariq A and Khan S Detection of neovascularization for screening of proliferative diabetic retinopathy Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part II, (372-379)
- Aidos H and Fred A k-nearest neighbor classification using dissimilarity increments Proceedings of the 9th international conference on Image Analysis and Recognition - Volume Part I, (27-33)
- Ivanescu A, Kranen P and Seidl T Hinging hyperplane models for multiple predicted variables Proceedings of the 24th international conference on Scientific and Statistical Database Management, (431-448)
- Ogiela L and Ogiela M Data analysis systems and cognitive modelling processes Proceedings of the 6th KES international conference on Agent and Multi-Agent Systems: technologies and applications, (75-83)
- Yin W, Simmhan Y and Prasanna V Scalable regression tree learning on Hadoop using OpenPlanet Proceedings of third international workshop on MapReduce and its Applications Date, (57-64)
- Parvin H, Alizadeh H, Parvin S and Maleki B A heuristic diversity production approach Proceedings of the 12th international conference on Computational Science and Its Applications - Volume Part III, (647-656)
- Wang J and Tan Y Hausdorff distance with k-nearest neighbors Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part II, (272-281)
- Fu X and Zhang S An improved artificial immune recognition system based on the average scatter matrix trace criterion Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I, (284-290)
- Bernard J, Ruppert T, Scherer M, Kohlhammer J and Schreck T Content-based layouts for exploratory metadata search in scientific research data Proceedings of the 12th ACM/IEEE-CS joint conference on Digital Libraries, (139-148)
- Yu H, Zhang X, Yang Y, Zhao X and Cai L An extended ISOMAP by enhancing similarity for clustering Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence, (808-815)
- Kowalczyk W and van der Wal C Detecting changing emotions in natural speech Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence, (491-500)
- Toso R, Kulikowski C and Muchnik I A heuristic for non-convex variance-based clustering criteria Proceedings of the 11th international conference on Experimental Algorithms, (381-392)
- Cai Y, Tong W, Yang L and Hauptmann A Constrained keypoint quantization Proceedings of the 2nd ACM International Conference on Multimedia Retrieval, (1-8)
- Muthu Rama Krishnan M, Pal M, Paul R, Chakraborty C, Chatterjee J and Ray A (2012). Computer Vision Approach to Morphometric Feature Analysis of Basal Cell Nuclei for Evaluating Malignant Potentiality of Oral Submucous Fibrosis, Journal of Medical Systems, 36:3, (1745-1756), Online publication date: 1-Jun-2012.
- Li Y, Wu J, Li H, Li D, Du X, Chen Z, Jia F and Hu Q (2012). Automatic Detection of the Existence of Subarachnoid Hemorrhage from Clinical CT Images, Journal of Medical Systems, 36:3, (1259-1270), Online publication date: 1-Jun-2012.
- Gupta A and Agrawal R Relevant feature selection from EEG signal for mental task classification Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II, (431-442)
- Cai H and Ng M Feature weighting by RELIEF based on local hyperplane approximation Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II, (335-346)
- Camastra F Data Dimensionality Estimation Revised Selected Papers of the First International Workshop on Clustering High--Dimensional Data - Volume 7627, (87-101)
- Hayden D, Chien S, Thompson D and Castaño R (2012). Using Clustering and Metric Learning to Improve Science Return of Remote Sensed Imagery, ACM Transactions on Intelligent Systems and Technology, 3:3, (1-19), Online publication date: 1-May-2012.
- Zhang N, Duan L, Li L, Huang Q, Du J, Gao W and Guan L (2012). A Generic Approach for Systematic Analysis of Sports Videos, ACM Transactions on Intelligent Systems and Technology, 3:3, (1-29), Online publication date: 1-May-2012.
- Yang Y and Chen H (2012). Machine Recognition of Music Emotion, ACM Transactions on Intelligent Systems and Technology, 3:3, (1-30), Online publication date: 1-May-2012.
- Sharma A, Imoto S and Miyano S (2012). A Top-r Feature Selection Algorithm for Microarray Gene Expression Data, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 9:3, (754-764), Online publication date: 1-May-2012.
- Bunke H and Riesen K (2012). Towards the unification of structural and statistical pattern recognition, Pattern Recognition Letters, 33:7, (811-825), Online publication date: 1-May-2012.
- Lo Presti L and La Cascia M (2012). An on-line learning method for face association in personal photo collection, Image and Vision Computing, 30:4-5, (306-316), Online publication date: 1-May-2012.
- Dinu L, Niculae V and Şulea O Pastiche detection based on stopword rankings Proceedings of the Workshop on Computational Approaches to Deception Detection, (72-77)
- Wang Y, Tan R, Xing G, Wang J and Tan X Accuracy-aware aquatic diffusion process profiling using robotic sensor networks Proceedings of the 11th international conference on Information Processing in Sensor Networks, (281-292)
- Assent I, Kranen P, Baldauf C and Seidl T AnyOut Proceedings of the 17th international conference on Database Systems for Advanced Applications - Volume Part I, (228-242)
- Daliri M (2012). Automated Diagnosis of Alzheimer Disease using the Scale-Invariant Feature Transforms in Magnetic Resonance Images, Journal of Medical Systems, 36:2, (995-1000), Online publication date: 1-Apr-2012.
- Fisch D, Fisch D, Jänicke M, Kalkowski E and Sick B (2012). Techniques for knowledge acquisition in dynamically changing environments, ACM Transactions on Autonomous and Adaptive Systems, 7:1, (1-25), Online publication date: 1-Apr-2012.
- Lin C and Tai W (2012). Automatic upright orientation and good view recognition for 3D man-made models, Pattern Recognition, 45:4, (1524-1530), Online publication date: 1-Apr-2012.
- Xu J (2012). An efficient multi-label support vector machine with a zero label, Expert Systems with Applications: An International Journal, 39:5, (4796-4804), Online publication date: 1-Apr-2012.
- Muthu Rama Krishnan M, Shah P, Chakraborty C and Ray A (2012). Statistical Analysis of Textural Features for Improved Classification of Oral Histopathological Images, Journal of Medical Systems, 36:2, (865-881), Online publication date: 1-Apr-2012.
- Martis R, Krishnan M, Chakraborty C, Pal S, Sarkar D, Mandana K and Ray A (2012). Automated Screening of Arrhythmia Using Wavelet Based Machine Learning Techniques, Journal of Medical Systems, 36:2, (677-688), Online publication date: 1-Apr-2012.
- Yang I, Kim M, So B, Kim M and Yu H Robust speaker identification using ensembles of kernel principal component analysis Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I, (71-78)
- Calvo-Rolle J, Corchado E, Quintian-Pardo H, García R, Román J and Hernández P A novel hybrid intelligent classifier to obtain the controller tuning parameters for temperature control Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I, (677-689)
- Parvin H, Mohamadi M, Parvin S, Rezaei Z and Minaei B Nearest cluster classifier Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I, (267-275)
- Krawczyk B and Woźniak M Combining diverse one-class classifiers Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II, (590-601)
- Cyganek B Ensemble of tensor classifiers based on the higher-order singular value decomposition Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II, (578-589)
- Burduk R and Zmyślony M Decomposition of classification task with selection of classifiers on the medical diagnosis example Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II, (569-577)
- Sáez J, Galar M, Luengo J and Herrera F A first study on decomposition strategies with data with class noise using decision trees Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II, (25-35)
- Namballa C, Erai R and Venkataramani K Decoding cognitive states from brain fMRIs Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I, (369-376)
- Mamun K, Mace M, Gupta L, Verschuur C, Lutman M, Stokes M, Vaidyanathan R and Wang S (2012). Robust real-time identification of tongue movement commands from interferences, Neurocomputing, 80:C, (83-92), Online publication date: 15-Mar-2012.
- Prada M, Toivola J, Kullaa J and Hollmén J (2012). Three-way analysis of structural health monitoring data, Neurocomputing, 80:C, (119-128), Online publication date: 15-Mar-2012.
- Morse B, Thornton D and Goodrich M Color anomaly detection and suggestion for wilderness search and rescue Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction, (455-462)
- Ball A, Rye D, Ramos F and Velonaki M Unsupervised clustering of people from 'skeleton' data Proceedings of the seventh annual ACM/IEEE international conference on Human-Robot Interaction, (225-226)
- Chen L, Su C and Chen K (2012). An improved particle swarm optimization for feature selection, Intelligent Data Analysis, 16:2, (167-182), Online publication date: 1-Mar-2012.
- Jin Y, Duffield N, Erman J, Haffner P, Sen S and Zhang Z (2012). A Modular Machine Learning System for Flow-Level Traffic Classification in Large Networks, ACM Transactions on Knowledge Discovery from Data, 6:1, (1-34), Online publication date: 1-Mar-2012.
- Angadi U and Venkatesulu M (2012). Structural SCOP Superfamily Level Classification Using Unsupervised Machine Learning, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 9:2, (601-608), Online publication date: 1-Mar-2012.
- Lladó X, Oliver A, Cabezas M, Freixenet J, Vilanova J, Quiles A, Valls L, Ramió-Torrentí L and Rovira í (2012). Segmentation of multiple sclerosis lesions in brain MRI, Information Sciences: an International Journal, 186:1, (164-185), Online publication date: 1-Mar-2012.
- Mitrakis N and Theocharis J (2012). A diversity-driven structure learning algorithm for building hierarchical neuro-fuzzy classifiers, Information Sciences: an International Journal, 186:1, (40-58), Online publication date: 1-Mar-2012.
- Swiercz E (2012). Classification of parameter changes in a dynamic system with the use of wavelet analysis and neural networks, Advances in Engineering Software, 45:1, (28-41), Online publication date: 1-Mar-2012.
- Hussain A, Khan M, Nazir M and Iqbal M Survey of various feature extraction and classification techniques for facial expression recognition Proceedings of the 11th WSEAS international conference on Electronics, Hardware, Wireless and Optical Communications, and proceedings of the 11th WSEAS international conference on Signal Processing, Robotics and Automation, and proceedings of the 4th WSEAS international conference on Nanotechnology, (138-142)
- Elanwar R, Rashwan M and Mashali S Arabic online word extraction from handwritten text using SVM-RBF classifiers decision fusion Proceedings of the 11th WSEAS international conference on Electronics, Hardware, Wireless and Optical Communications, and proceedings of the 11th WSEAS international conference on Signal Processing, Robotics and Automation, and proceedings of the 4th WSEAS international conference on Nanotechnology, (68-73)
- Chaudhry A, Hassan M, Khan A, Kim J and Tuan T Image clustering using improved spatial fuzzy C-means Proceedings of the 6th International Conference on Ubiquitous Information Management and Communication, (1-7)
- Leiva L and Vidal E Simple, fast, and accurate clustering of data sequences Proceedings of the 2012 ACM international conference on Intelligent User Interfaces, (309-310)
- Tripathi P and Burleson W Predicting creativity in the wild Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work, (1203-1212)
- Li P, Wu X and Hu X (2012). Mining Recurring Concept Drifts with Limited Labeled Streaming Data, ACM Transactions on Intelligent Systems and Technology, 3:2, (1-32), Online publication date: 1-Feb-2012.
- Vieira S, Sousa J and Kaymak U (2012). Fuzzy criteria for feature selection, Fuzzy Sets and Systems, 189:1, (1-18), Online publication date: 1-Feb-2012.
- Pacheco J, Alfaro E, Casado S, Gámez M and García N (2012). A GRASP method for building classification trees, Expert Systems with Applications: An International Journal, 39:3, (3241-3248), Online publication date: 1-Feb-2012.
- Nanni L, Brahnam S and Lumini A (2012). Matrix representation in pattern classification, Expert Systems with Applications: An International Journal, 39:3, (3031-3036), Online publication date: 1-Feb-2012.
- Mata F, García-Dorado J and Aracil J (2012). Detection of traffic changes in large-scale backbone networks, Computer Networks: The International Journal of Computer and Telecommunications Networking, 56:2, (686-702), Online publication date: 1-Feb-2012.
- Rodríguez-Bermúdez G and García-Laencina P (2012). Automatic and Adaptive Classification of Electroencephalographic Signals for Brain Computer Interfaces, Journal of Medical Systems, 36:1, (51-63), Online publication date: 1-Feb-2012.
- Rinott R, Carmeli B, Kent C, Maman Y, Rubin Y and Slonim N Utilizing assigned treatments as labels for supervised machine learning in clinical decision support Proceedings of the 2nd ACM SIGHIT International Health Informatics Symposium, (493-502)
- Henry C Perceptual indiscernibility, rough sets, descriptively near sets, and image analysis Transactions on Rough Sets XV, (41-121)
- Zhang X, Ding Z, Zhu C, Chen W and Peng Q View-Dependent line drawings for 3d scenes Transactions on Edutainment VII, (151-160)
- Cao H and Kot A Measuring the statistical correlation inconsistencies in mobile images for tamper detection Transactions on Data Hiding and Multimedia Security VII, (63-81)
- Ngugi B, Tarasewich P and Recce M (2012). Typing Biometric Keypads, Journal of Organizational and End User Computing, 24:1, (42-63), Online publication date: 1-Jan-2012.
- Leap N and Bauer K (2012). A confidence paradigm for classification systems with out-of-library considerations, Intelligent Decision Technologies, 6:1, (1-25), Online publication date: 1-Jan-2012.
- Kumar G and Kumar K (2012). The use of artificial-intelligence-based ensembles for intrusion detection, Applied Computational Intelligence and Soft Computing, 2012, (21-21), Online publication date: 1-Jan-2012.
- Zaeri N (2012). Discriminant phase component for face recognition, Journal of Electrical and Computer Engineering, 2012, (10-10), Online publication date: 1-Jan-2012.
- Selamat A, Olatunji S and Raheem A (2012). A hybrid model through the fusion of type-2 fuzzy logic systems and sensitivity-based linear learning method for modeling pvt properties of crude oil systems, Advances in Fuzzy Systems, 2012, (6-6), Online publication date: 1-Jan-2012.
- Li Y, Ji S, Kumar S, Ye J and Zhou Z (2012). Drosophila Gene Expression Pattern Annotation through Multi-Instance Multi-Label Learning, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 9:1, (98-112), Online publication date: 1-Jan-2012.
- Naseem I, Togneri R and Bennamoun M (2012). Robust regression for face recognition, Pattern Recognition, 45:1, (104-118), Online publication date: 1-Jan-2012.
- Wong W and Zhao H (2012). Supervised optimal locality preserving projection, Pattern Recognition, 45:1, (186-197), Online publication date: 1-Jan-2012.
- Teng F, Chen Y and Dang X (2012). Multiclass classification with potential function rules, Pattern Recognition, 45:1, (540-551), Online publication date: 1-Jan-2012.
- Gu W, Xiang C, Venkatesh Y, Huang D and Lin H (2012). Facial expression recognition using radial encoding of local Gabor features and classifier synthesis, Pattern Recognition, 45:1, (80-91), Online publication date: 1-Jan-2012.
- Khan N, Ksantini R, Ahmad I and Boufama B (2012). A novel SVM+NDA model for classification with an application to face recognition, Pattern Recognition, 45:1, (66-79), Online publication date: 1-Jan-2012.
- Le Capitaine H and FréLicot C (2012). A family of measures for best top-n class-selective decision rules, Pattern Recognition, 45:1, (552-562), Online publication date: 1-Jan-2012.
- Gudmundsson S, Runarsson T and Sigurdsson S (2012). Test-retest reliability and feature selection in physiological time series classification, Computer Methods and Programs in Biomedicine, 105:1, (50-60), Online publication date: 1-Jan-2012.
- Chen Y and Yu S (2012). Selection of effective features for ECG beat recognition based on nonlinear correlations, Artificial Intelligence in Medicine, 54:1, (43-52), Online publication date: 1-Jan-2012.
- Bellinger C and Oommen B On the pattern recognition and classification of stochastically episodic events Transactions on Compuational Collective Intelligence VI, (1-35)
- Kumar D, Murthy J, Satapathy S and Pullela S A study of decision tree induction for data stream mining using boosting genetic programming classifier Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I, (315-322)
- Jozwik A, Sokolowska B, Niebroj-Dobosz I, Janik P and Kwiecinski H (2011). Extraction of biomedical traits for patients with Amyotrophic Lateral Sclerosis using parallel and hierarchical classifiers, International Journal of Biometrics, 3:1, (85-94), Online publication date: 1-Dec-2011.
- Zhao F, Liu H and Jiao L (2011). Spectral clustering with fuzzy similarity measure, Digital Signal Processing, 21:6, (701-709), Online publication date: 1-Dec-2011.
- Herrera P, Pajares G and Guijarro M (2011). A segmentation method using Otsu and fuzzy k-Means for stereovision matching in hemispherical images from forest environments, Applied Soft Computing, 11:8, (4738-4747), Online publication date: 1-Dec-2011.
- Majumdar K (2011). Review article, Applied Soft Computing, 11:8, (4433-4447), Online publication date: 1-Dec-2011.
- Boldsaikhan E, Corwin E, Logar A and Arbegast W (2011). The use of neural network and discrete Fourier transform for real-time evaluation of friction stir welding, Applied Soft Computing, 11:8, (4839-4846), Online publication date: 1-Dec-2011.
- Li B, Zhang P, Liu D, Mi S and Liu P (2011). Classification of time-frequency representations based on two-direction 2DLDA for gear fault diagnosis, Applied Soft Computing, 11:8, (5299-5305), Online publication date: 1-Dec-2011.
- Meher S and Pal S (2011). Rough-wavelet granular space and classification of multispectral remote sensing image, Applied Soft Computing, 11:8, (5662-5673), Online publication date: 1-Dec-2011.
- Eyal I, Keidar I and Rom R (2011). Distributed data clustering in sensor networks, Distributed Computing, 24:5, (207-222), Online publication date: 1-Dec-2011.
- Xu J, Denman S, Sridharan S, Fookes C and Rana R Dynamic texture reconstruction from sparse codes for unusual event detection in crowded scenes Proceedings of the 2011 joint ACM workshop on Modeling and representing events, (25-30)
- Strobel D and Paar C An efficient method for eliminating random delays in power traces of embedded software Proceedings of the 14th international conference on Information Security and Cryptology, (48-60)
- Ma Z, Yang Y, Nie F, Uijlings J and Sebe N Exploiting the entire feature space with sparsity for automatic image annotation Proceedings of the 19th ACM international conference on Multimedia, (283-292)
- Pacheco H, Pino J, Santana J, Ulloa P and Pezoa J Classifying execution times in parallel computing systems Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, (709-717)
- Ryazanov V Some imputation algorithms for restoration of missing data Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, (372-379)
- Varvak M Pattern classification using radial basis function neural networks enhanced with the rvachev function method Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, (272-279)
- Duin R and Pȩkalska E The dissimilarity representation for structural pattern recognition Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, (1-24)
- Zhang D, Liu B, Sun C and Wang X Making image to class distance comparable Proceedings of the 18th international conference on Neural Information Processing - Volume Part II, (671-680)
- Zhang L, Zhou W and Liu B Nonlinear nearest subspace classifier Proceedings of the 18th international conference on Neural Information Processing - Volume Part II, (638-645)
- Xu B and Guo P A generalized subspace projection approach for sparse representation classification Proceedings of the 18th international conference on Neural Information Processing - Volume Part II, (203-210)
- Chung Y and Takatsuka M The self-organizing map tree (SOMT) for nonlinear data causality prediction Proceedings of the 18th international conference on Neural Information Processing - Volume Part II, (133-142)
- Chen X, Liu W, Lai J and Fan K Feature extraction via balanced average neighborhood margin maximization Proceedings of the 18th international conference on Neural Information Processing - Volume Part II, (109-116)
- Zhang L, Song M, Bian W, Tao D, Liu X, Bu J and Chen C Feature relationships hypergraph for multimodal recognition Proceedings of the 18th international conference on Neural Information Processing - Volume Part I, (589-598)
- Roychowdhury S and Khurshid S Software fault localization using feature selection Proceedings of the International Workshop on Machine Learning Technologies in Software Engineering, (11-18)
- Herrera P, Pajares G and Guijarro M A combined strategy using FMCDM for textures segmentation in hemispherical images from forest environments Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence, (323-332)
- Bellala G, Marwah M, Arlitt M, Lyon G and Bash C Towards an understanding of campus-scale power consumption Proceedings of the Third ACM Workshop on Embedded Sensing Systems for Energy-Efficiency in Buildings, (73-78)
- Stenneth L, Wolfson O, Yu P and Xu B Transportation mode detection using mobile phones and GIS information Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, (54-63)
- Biagioni J, Gerlich T, Merrifield T and Eriksson J EasyTracker Proceedings of the 9th ACM Conference on Embedded Networked Sensor Systems, (68-81)
- Porro-Muñoz D, Duin R, Talavera I and Orozco-Alzate M (2011). Classification of three-way data by the dissimilarity representation, Signal Processing, 91:11, (2520-2529), Online publication date: 1-Nov-2011.
- Li B, Zhou Z, Li D and Zou W (2011). A novel Parzen probabilistic neural network based noncoherent detection algorithm for distributed ultra-wideband sensors, Journal of Network and Computer Applications, 34:6, (1894-1902), Online publication date: 1-Nov-2011.
- Miyamoto S Two classes of algorithms for data clustering Proceedings of the 2011 international conference on Integrated uncertainty in knowledge modelling and decision making, (19-30)
- Liu M, Liu K and Ye X Find the intrinsic space for multiclass classification Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies, (1-5)
- Pimentel B, Costa A and Souza R A partitioning method for symbolic interval data based on kernelized metric Proceedings of the 20th ACM international conference on Information and knowledge management, (2189-2192)
- Gu Q and Han J Towards feature selection in network Proceedings of the 20th ACM international conference on Information and knowledge management, (1175-1184)
- Gu Q, Li Z and Han J Correlated multi-label feature selection Proceedings of the 20th ACM international conference on Information and knowledge management, (1087-1096)
- Liu H, Wu X and Zhang S Feature selection using hierarchical feature clustering Proceedings of the 20th ACM international conference on Information and knowledge management, (979-984)
- Campos P, Díez F and Bellogín A Temporal rating habits Proceedings of the 2nd Challenge on Context-Aware Movie Recommendation, (29-35)
- Chen C and Ni J Median filtering detection using edge based prediction matrix Proceedings of the 10th international conference on Digital-Forensics and Watermarking, (361-375)
- Lin B, Zhang C and He X Orthogonal projection analysis Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering, (1-8)
- Liu T, Guan X, Qu Y and Sun Y A layered detection method for malware identification Proceedings of the 8th IFIP international conference on Network and parallel computing, (166-175)
- Lu M, Zheng B, Takamatsu J, Nishino K and Ikeuchi K Preserving the Khmer smile Proceedings of the 12th International conference on Virtual Reality, Archaeology and Cultural Heritage, (161-168)
- Ihme K and Zander T What you expect is what you get? potential use of contingent negative variation for passive BCI systems in gaze-based HCI Proceedings of the 4th international conference on Affective computing and intelligent interaction - Volume Part II, (447-456)
- Henry C and Ramanna S Parallel computation in finding near neighbourhoods Proceedings of the 6th international conference on Rough sets and knowledge technology, (523-532)
- Seifert C, Ulbrich E and Granitzer M Word clouds for efficient document labeling Proceedings of the 14th international conference on Discovery science, (292-306)
- Yang J and Fan L (2011). Weighted generalized kernel discriminant analysis using fuzzy memberships, WSEAS Transactions on Mathematics, 10:10, (346-357), Online publication date: 1-Oct-2011.
- Visa S (2011). The effect of class imbalance, complexity, size, and learning distribution on classifier performance, International Journal of Advanced Intelligence Paradigms, 3:3/4, (341-366), Online publication date: 1-Oct-2011.
- Lin Y, Yang Y and Chen H (2011). Exploiting online music tags for music emotion classification, ACM Transactions on Multimedia Computing, Communications, and Applications, 7S:1, (1-16), Online publication date: 1-Oct-2011.
- Sukthankar G and Sycara K (2011). Activity Recognition for Dynamic Multi-Agent Teams, ACM Transactions on Intelligent Systems and Technology, 3:1, (1-24), Online publication date: 1-Oct-2011.
- Arthur D, Manthey B and Röglin H (2011). Smoothed Analysis of the k-Means Method, Journal of the ACM, 58:5, (1-31), Online publication date: 1-Oct-2011.
- Sangwan O, Bhatia P and Singh Y (2011). Radial basis function neural network based approach to test oracle, ACM SIGSOFT Software Engineering Notes, 36:5, (1-5), Online publication date: 30-Sep-2011.
- Tax D, Loog M, Duin R, Cheplygina V and Lee W Bag dissimilarities for multiple instance learning Proceedings of the First international conference on Similarity-based pattern recognition, (222-234)
- Cheng S, Chen Y, Khosla D and Kim K Optimal multiclass classifier threshold estimation with particle swarm optimization for visual object recognition Proceedings of the 7th international conference on Advances in visual computing - Volume Part II, (536-544)
- Wei J, Chen Z, Niu P, Chen Y and Chen W Manifold ranking-based locality preserving projections Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II, (664-671)
- Zhang Y and Ju Y Unsupervised multiresolution segmentation of SAR imagery based on region-based hierarchical model Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II, (227-235)
- Liu H, Li M, Zhao J and Mo Y An effective feature selection method using dynamic information criterion Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part I, (450-455)
- Ginsburg S, Tiwari P, Kurhanewicz J and Madabhushi A Variable ranking with PCA Proceedings of the 2011 international conference on Prostate cancer imaging: image analysis and image-guided interventions, (146-157)
- Ghose S, Oliver A, Martí R, Lladó X, Freixenet J, Mitra J, Vilanova J, Comet J and Meriaudeau F Multiple mean models of statistical shape and probability priors for automatic prostate segmentation Proceedings of the 2011 international conference on Prostate cancer imaging: image analysis and image-guided interventions, (35-46)
- Yang I, Kim M, So B, Kim M and Yu H Speaker identification using ensembles of feature enhancement methods Proceedings of the 5th international conference on Convergence and hybrid information technology, (606-613)
- Shim J and Kim S Topological graph matching based dot pattern recognition scheme for smart book Proceedings of the 5th international conference on Convergence and hybrid information technology, (598-605)
- David O, Netanyahu N and Rosenberg Y Genetic algorithms for automatic object movement classification Proceedings of the 5th international conference on Convergence and hybrid information technology, (258-265)
- Homenda W and Lesinski W Features selection in character recognition with random forest classifier Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part I, (93-102)
- Korytkowski M, Nowicki R, Rutkowski L and Scherer R Adaboost ensemble of DCOG rough-neuro-fuzzy systems Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part I, (62-71)
- Zhang D, Wu G, Jia H and Shen D Confidence-guided sequential label fusion for multi-atlas based segmentation Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III, (643-650)
- Castelli I and Trentin E Semi-unsupervised weighted maximum-likelihood estimation of joint densities for the co-training of adaptive activation functions Proceedings of the First IAPR TC3 conference on Partially Supervised Learning, (62-71)
- Castelli I and Trentin E Supervised and unsupervised co-training of adaptive activation functions in neural nets Proceedings of the First IAPR TC3 conference on Partially Supervised Learning, (52-61)
- Esparza J, Scherer S and Schwenker F Studying self- and active-training methods for multi-feature set emotion recognition Proceedings of the First IAPR TC3 conference on Partially Supervised Learning, (19-31)
- Lausser L, Schmid F and Kestler H On the utility of partially labeled data for classification of microarray data Proceedings of the First IAPR TC3 conference on Partially Supervised Learning, (96-109)
- Marrocco C, Molinara M and Tortorella F Exploring cascade classifiers for detecting clusters of microcalcifications Proceedings of the 16th international conference on Image analysis and processing: Part I, (384-392)
- Lamberti L and Camastra F Real-time hand gesture recognition using a color glove Proceedings of the 16th international conference on Image analysis and processing: Part I, (365-373)
- See J and Fauzi M Learning neighborhood discriminative manifolds for video-based face recognition Proceedings of the 16th international conference on Image analysis and processing: Part I, (247-256)
- Doppler J, Rubisch J, Jaksche M and Raffaseder H RaPScoM Proceedings of the 6th Audio Mostly Conference: A Conference on Interaction with Sound, (8-14)
- Kurlej B and Woźniak M Learning curve in concept drift while using active learning paradigm Proceedings of the Second international conference on Adaptive and intelligent systems, (98-106)
- Sobolewski P and Woźniak M Artificial recurrence for classification of streaming data with concept shift Proceedings of the Second international conference on Adaptive and intelligent systems, (76-87)
- Guzmán-Martínez R and Alaiz-Rodríguez R Feature selection stability assessment based on the Jensen-Shannon divergence Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I, (597-612)
- Gu Q, Li Z and Han J Linear discriminant dimensionality reduction Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I, (549-564)
- Courty N, Burger T and Laurent J PERTURBO Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I, (359-374)
- Benabdeslem K and Hindawi M Constrained laplacian score for semi-supervised feature selection Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I, (204-218)
- Guzmán-Martínez R and Alaiz-Rodríguez R Feature selection stability assessment based on the Jensen-Shannon divergence Proceedings of the 2011th European Conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I, (597-612)
- Gu Q, Li Z and Han J Linear Discriminant dimensionality reduction Proceedings of the 2011th European Conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I, (549-564)
- Courty N, Burger T and Laurent J PERTURBO Proceedings of the 2011th European Conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I, (359-374)
- Benabdeslem K and Hindawi M Constrained Laplacian score for semi-supervised feature selection Proceedings of the 2011th European Conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I, (204-218)
- Chou C and Ko H Automatic birdsong recognition with MFCC based syllable feature extraction Proceedings of the 8th international conference on Ubiquitous intelligence and computing, (185-196)
- Pereira R, Plastino A, Zadrozny B, de C. Merschmann L and Freitas A (2011). Lazy attribute selection, Intelligent Data Analysis, 15:5, (715-732), Online publication date: 1-Sep-2011.
- Peng W and Li T (2011). Tensor clustering via adaptive subspace iteration, Intelligent Data Analysis, 15:5, (695-713), Online publication date: 1-Sep-2011.
- Vega A, Baidyk T, Kussul E and Pérez Silva J (2011). FPGA realization of the LIRA neural classifier, Optical Memory and Neural Networks, 20:3, (168-180), Online publication date: 1-Sep-2011.
- Bielza C, Li G and Larraòaga P (2011). Multi-dimensional classification with Bayesian networks, International Journal of Approximate Reasoning, 52:6, (705-727), Online publication date: 1-Sep-2011.
- Chung H, Ho C and Hsu C (2011). Support vector machines using Bayesian-based approach in the issue of unbalanced classifications, Expert Systems with Applications: An International Journal, 38:9, (11447-11452), Online publication date: 1-Sep-2011.
- Wang Z, Chen S and Gao D (2011). A novel multi-view classifier based on Nyström approximation, Expert Systems with Applications: An International Journal, 38:9, (11193-11200), Online publication date: 1-Sep-2011.
- Bobrowski L Prognostic models based on linear separability Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects, (11-24)
- Cai H Improvements over adaptive local hyperplane to achieve better classification Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects, (1-10)
- Ormándi R, Hegedus I and Jelasity M Asynchronous peer-to-peer data mining with stochastic gradient descent Proceedings of the 17th international conference on Parallel processing - Volume Part I, (528-540)
- Álvarez L, Llerena C and Alexandre E Application of neural networks to speech/music/noise classification in digital hearing aids Proceedings of the 11th WSEAS international conference on Signal processing, computational geometry and artificial vision, and Proceedings of the 11th WSEAS international conference on Systems theory and scientific computation, (97-102)
- Llerena-Aguilar C, Gil-Pita R and Ayllón D Neural networks for speech separation for binaural hearing aids Proceedings of the 11th WSEAS international conference on Signal processing, computational geometry and artificial vision, and Proceedings of the 11th WSEAS international conference on Systems theory and scientific computation, (93-96)
- Kurzynski M and Wolczowski A Sequential recognition of EMG signals applied to the control of bioprosthetic hand Proceedings of the 11th WSEAS international conference on Applied informatics and communications, and Proceedings of the 4th WSEAS International conference on Biomedical electronics and biomedical informatics, and Proceedings of the international conference on Computational engineering in systems applications, (88-91)
- Bui L, Tran D, Huang X and Chetty G Relation learning Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems, (566-575)
- Popescu B, Iancu A, Burdescu D, Brezovan M and Ganea E Evaluation of image segmentation algorithms from the perspective of salient region detection Proceedings of the 13th international conference on Advanced concepts for intelligent vision systems, (183-194)
- Pałka D and Zachara M Learning web application firewall - benefits and caveats Proceedings of the IFIP WG 8.4/8.9 international cross domain conference on Availability, reliability and security for business, enterprise and health information systems, (295-308)
- Zhao W, Kwon G and Lee S Pose and expression recognition using limited feature points based on a dynamic bayesian network Proceedings of the IFIP WG 8.4/8.9 international cross domain conference on Availability, reliability and security for business, enterprise and health information systems, (228-242)
- Chen Y, Zhang L, Li J and Shi Y Domain Driven Two-Phase Feature Selection Method Based on Bhattacharyya Distance and Kernel Distance Measurements Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 03, (217-220)
- Lemouzy S, Camps V and Glize P Principles and Properties of a MAS Learning Algorithm Proceedings of the 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Volume 02, (228-235)
- Kota N and Agarwal D Temporal multi-hierarchy smoothing for estimating rates of rare events Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining, (1361-1369)
- Zhang D, Liu Y and Si L Serendipitous learning Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining, (1343-1351)
- Wang Y and Xue Y Overdetermined blind source separation by gaussian mixture model Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence, (162-169)
- Guo Z, Li Q, Zhang L, You J, Liu W and Wang J Texture image classification using complex texton Proceedings of the 7th international conference on Advanced Intelligent Computing Theories and Applications: with aspects of artificial intelligence, (98-104)
- Lu C CCC Proceedings of the 7th international conference on Advanced Intelligent Computing, (100-107)
- Antonakakis M, Perdisci R, Lee W, Vasiloglou N and Dagon D Detecting malware domains at the upper DNS hierarchy Proceedings of the 20th USENIX conference on Security, (27-27)
- Yamaguchi F, Lindner F and Rieck K Vulnerability extrapolation Proceedings of the 5th USENIX conference on Offensive technologies, (13-13)
- LaViola J and Keefe D 3D spatial interaction ACM SIGGRAPH 2011 Courses, (1-75)
- Chen X, Qu X and Li Z Image analysis with nonlinear adaptive dimension reduction Proceedings of the Third International Conference on Internet Multimedia Computing and Service, (134-137)
- Huang H, Liu Y and Boves L Investigation of supervised dimensionality reduction methods for phonetic classification Proceedings of the Third International Conference on Internet Multimedia Computing and Service, (128-133)
- Yao Y (2011). Two Semantic Issues in a Probabilistic Rough Set Model, Fundamenta Informaticae, 108:3-4, (249-265), Online publication date: 1-Aug-2011.
- Halkidi M, Spinellis D, Tsatsaronis G and Vazirgiannis M (2011). Data mining in software engineering, Intelligent Data Analysis, 15:3, (413-441), Online publication date: 1-Aug-2011.
- Archak N, Ghose A and Ipeirotis P (2011). Deriving the Pricing Power of Product Features by Mining Consumer Reviews, Management Science, 57:8, (1485-1509), Online publication date: 1-Aug-2011.
- Wang D, Zhu S, Li T, Chi Y and Gong Y (2011). Integrating Document Clustering and Multidocument Summarization, ACM Transactions on Knowledge Discovery from Data, 5:3, (1-26), Online publication date: 1-Aug-2011.
- Iscan Z, Dokur Z and Demiralp T (2011). Classification of electroencephalogram signals with combined time and frequency features, Expert Systems with Applications: An International Journal, 38:8, (10499-10505), Online publication date: 1-Aug-2011.
- Nanni L, Brahnam S and Lumini A (2011). Texture descriptors for generic pattern classification problems, Expert Systems with Applications: An International Journal, 38:8, (9340-9345), Online publication date: 1-Aug-2011.
- Chen Y and Canny J Recommending ephemeral items at web scale Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval, (1013-1022)
- Zhang D, Wang J and Si L Document clustering with universum Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval, (873-882)
- Knowles D and Ghahramani Z Pitman-Yor Diffusion Trees Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, (410-418)
- Honorio J Lipschitz parametrization of probabilistic graphical models Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, (347-354)
- Gu Q, Li Z and Han J Generalized Fisher score for feature selection Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, (266-273)
- Kawabe T An obstacle avoidance system based on BMI and RHC for robotic wheelchair Proceedings of the 15th WSEAS international conference on Systems, (118-122)
- Winkler S, Affenzeller M, Jacak W and Stekel H Identification of cancer diagnosis estimation models using evolutionary algorithms Proceedings of the 13th annual conference companion on Genetic and evolutionary computation, (503-510)
- Harmer P, Temple M, Buckner M and Farquahar E Using differential evolution to optimize 'learning from signals' and enhance network security Proceedings of the 13th annual conference on Genetic and evolutionary computation, (1811-1818)
- Wang J and Tan Y Morphological image enhancement procedure design by using genetic programming Proceedings of the 13th annual conference on Genetic and evolutionary computation, (1435-1442)
- Rubio A and Gámez J Flexible learning of k-dependence Bayesian network classifiers Proceedings of the 13th annual conference on Genetic and evolutionary computation, (1219-1226)
- Jeon M, Lee S and Bien Z (2011). Hand Gesture Recognition Using Multivariate Fuzzy Decision Tree and User Adaptation, International Journal of Fuzzy System Applications, 1:3, (15-31), Online publication date: 1-Jul-2011.
- Bandyopadhyay S and Bhattacharyya M (2011). A Biologically Inspired Measure for Coexpression Analysis, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 8:4, (929-942), Online publication date: 1-Jul-2011.
- Grbczewski K and Jankowski N (2011). Saving time and memory in computational intelligence system with machine unification and task spooling, Knowledge-Based Systems, 24:5, (570-588), Online publication date: 1-Jul-2011.
- Ougiaroglou S, Evangelidis G and Dervos D A fast hybrid classification algorithm based on the minimum distance and the k-NN classifiers Proceedings of the Fourth International Conference on SImilarity Search and APplications, (97-104)
- Serir L, Ramasso E and Zerhouni N E2GK Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty, (326-337)
- Schierz A and Budka M High-performance music information retrieval system for song genre classification Proceedings of the 19th international conference on Foundations of intelligent systems, (725-733)
- Patra B and Nandi S Neighborhood based clustering method for arbitrary shaped clusters Proceedings of the 19th international conference on Foundations of intelligent systems, (306-315)
- Bombini G, Ros R, Ferilli S and De Mántaras R Analysing the behaviour of robot teams through relational sequential pattern mining Proceedings of the 19th international conference on Foundations of intelligent systems, (163-169)
- Oommen B On merging the fields of neural networks and adaptive data structures to yield new pattern recognition methodologies Proceedings of the 4th international conference on Pattern recognition and machine intelligence, (13-16)
- Hild K, Orhan U, Erdogmus D, Roark B, Oken B, Purwar S, Nezamfar H and Fried-Oken M An ERP-based brain-computer interface for text entry using rapid serial visual presentation and language modeling Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Systems Demonstrations, (38-43)
- Gilani S and Rao N Data driven bandwidth for medoid shift algorithm Proceedings of the 2011 international conference on Computational science and its applications - Volume Part II, (534-546)
- Jiang Q and Sun M Semi-supervised SimHash for efficient document similarity search Proceedings of the 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies - Volume 1, (93-101)
- Dimov D and Dimov A Cumulative approach using Hough transform to segmentation of star chains in multi-exposures wide-field plate images Proceedings of the 12th International Conference on Computer Systems and Technologies, (616-625)
- Hammer B, Gisbrecht A, Hasenfuss A, Mokbel B, Schleif F and Zhu X Topographic mapping of dissimilarity data Proceedings of the 8th international conference on Advances in self-organizing maps, (1-15)
- Wang J and Tan Y A novel genetic programming algorithm for designing morphological image analysis method Proceedings of the Second international conference on Advances in swarm intelligence - Volume Part I, (549-558)
- Nguyen H, Torrano-Gimenez C, Alvarez G, Petrović S and Franke K Application of the generic feature selection measure in detection of web attacks Proceedings of the 4th international conference on Computational intelligence in security for information systems, (25-32)
- Lorenzo J, Méndez J, Castrillón M and Hernández D Short-term wind power forecast based on cluster analysis and artificial neural networks Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part I, (191-198)
- Perez-Suay A, Ferri F and Albert J An online metric learning approach through margin maximization Proceedings of the 5th Iberian conference on Pattern recognition and image analysis, (500-507)
- González-Rufino E, Carrión P, Formella A, Fernández-Delgado M and Cernadas E Statistical and wavelet based texture features for fish oocytes classification Proceedings of the 5th Iberian conference on Pattern recognition and image analysis, (403-410)
- Singh S, Baden R, Lee C, Bhattacharjee B, La R and Shayman M (2011). IP geolocation in metropolitan areas, ACM SIGMETRICS Performance Evaluation Review, 39:1, (347-348), Online publication date: 7-Jun-2011.
- Singh S, Baden R, Lee C, Bhattacharjee B, La R and Shayman M IP geolocation in metropolitan areas Proceedings of the ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems, (155-156)
- Žliobaitė I (2011). Combining similarity in time and space for training set formation under concept drift, Intelligent Data Analysis, 15:4, (589-611), Online publication date: 1-Jun-2011.
- Ouyang J, Patel N and Sethi I (2011). From centralized to distributed decision tree induction using CHAID and fisher's linear discriminant function algorithms, Intelligent Decision Technologies, 5:2, (133-149), Online publication date: 1-Jun-2011.
- Knudson M and Tumer K (2011). Adaptive navigation for autonomous robots, Robotics and Autonomous Systems, 59:6, (410-420), Online publication date: 1-Jun-2011.
- Cha Y, Kim K, Lee J, Lee J, Choi M, Jeong M, Kim C, You B and Oh S (2011). MAHRU-M, Robotics and Autonomous Systems, 59:6, (354-366), Online publication date: 1-Jun-2011.
- Huang X, Zheng X, Yuan W, Wang F and Zhu S (2011). Enhanced clustering of biomedical documents using ensemble non-negative matrix factorization, Information Sciences: an International Journal, 181:11, (2293-2302), Online publication date: 1-Jun-2011.
- Banaie M, Pooyan M and Mikaili M (2011). Introduction and application of an automatic gait recognition method to diagnose movement disorders that arose of similar causes, Expert Systems with Applications: An International Journal, 38:6, (7359-7363), Online publication date: 1-Jun-2011.
- Lanatá A, Valenza G, Mancuso C and Scilingo E (2011). Robust multiple cardiac arrhythmia detection through bispectrum analysis, Expert Systems with Applications: An International Journal, 38:6, (6798-6804), Online publication date: 1-Jun-2011.
- Mohammadi M, Raahemi B, Akbari A, Moeinzadeh H and Nasersharif B (2011). Genetic-based minimum classification error mapping for accurate identifying Peer-to-Peer applications in the internet traffic, Expert Systems with Applications: An International Journal, 38:6, (6417-6423), Online publication date: 1-Jun-2011.
- Papageorgiou E, Markinos A and Gemtos T (2011). Fuzzy cognitive map based approach for predicting yield in cotton crop production as a basis for decision support system in precision agriculture application, Applied Soft Computing, 11:4, (3643-3657), Online publication date: 1-Jun-2011.
- Wefky A, Espinosa F, Prieto A, Garcia J and Barrios C (2011). Comparison of neural classifiers for vehicles gear estimation, Applied Soft Computing, 11:4, (3580-3599), Online publication date: 1-Jun-2011.
- Wildani A, Miller E and Ward L Efficiently identifying working sets in block I/O streams Proceedings of the 4th Annual International Conference on Systems and Storage, (1-12)
- Chen Y and Lin C PCA based regional mutual information for robust medical image registration Proceedings of the 8th international conference on Advances in neural networks - Volume Part III, (355-362)
- Yang W, Sethuram A, Patternson E, Ricanek K and Sun C Gender classification using the profile Proceedings of the 8th international conference on Advances in neural networks - Volume Part II, (288-295)
- Gao Y, Sun S and Shi D Network-scale traffic modeling and forecasting with graphical lasso Proceedings of the 8th international conference on Advances in neural networks - Volume Part II, (151-158)
- Parvin H, Minaei B, Alizadeh H and Beigi A A novel classifier ensemble method based on class weightening in huge dataset Proceedings of the 8th international conference on Advances in neural networks - Volume Part II, (144-150)
- Huang R, Sun S and Liu Y Sparse kernel regression for traffic flow forecasting Proceedings of the 8th international conference on Advances in neural networks - Volume Part II, (76-84)
- Li Y, Tax D and Loog M Supervised scale-invariant segmentation (and detection) Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision, (350-361)
- Žliobaite I Identifying hidden contexts in classification Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I, (277-288)
- Zhan Y and Yin J Nonlinear discriminative embedding for clustering via spectral regularization Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I, (237-248)
- Qiu X, Zhou J and Huang X An effective feature selection method for text categorization Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I, (50-61)
- Dai B and Hsu S An instance selection algorithm based on reverse nearest neighbor Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I, (1-12)
- Estivill-Castro V The instance easiness of supervised learning for cluster validity Proceedings of the 15th international conference on New Frontiers in Applied Data Mining, (197-208)
- Calvo-Rolle J, Corchado E, Laham A and García R A hybrid intelligent system for generic decision for PID controllers design in open-loop Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II, (352-362)
- Lysiak R, Kurzynski M and Woloszynski T Probabilistic approach to the dynamic ensemble selection using measures of competence and diversity of base classifiers Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II, (229-236)
- Guijarro M, Pajares G, Herrera P and de la Cruz J Performance analysis of fuzzy aggregation operations for combining classifiers for natural textures in images Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II, (180-188)
- Kulikowski J and Przytulska M Pattern recognition based on similarity in linear semi-ordered spaces Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part I, (22-29)
- Giuberti M, Martalò M and Ferrari G Fingerprinting-based wireless 3D localization for motion capture applications Proceedings of the First ACM MobiHoc Workshop on Pervasive Wireless Healthcare, (1-8)
- Jaiswal A, Agrawal R and Kumar N Performance evaluation of linear subspace methods for face recognition under illumination variation Proceedings of The Fourth International C* Conference on Computer Science and Software Engineering, (103-110)
- Stenudd S A model for using machine learning in smart environments Proceedings of the 6th international conference on Grid and Pervasive Computing, (24-33)
- Strokina N, Eerola T, Lensu L and Kälviäinen H Adaptive classification of dirt particles in papermaking process Proceedings of the 17th Scandinavian conference on Image analysis, (731-741)
- Jensen A and Loog M Forming different-complexity covariance-model subspaces through piecewise-constant spectra for hyperspectral image classification Proceedings of the 17th Scandinavian conference on Image analysis, (186-195)
- Liu L, Tao W, Liu J and Tian J (2011). A variational model and graph cuts optimization for interactive foreground extraction, Signal Processing, 91:5, (1210-1215), Online publication date: 1-May-2011.
- Bian Z and Hu S (2011). Preserving detailed features in digital bas-relief making, Computer Aided Geometric Design, 28:4, (245-256), Online publication date: 1-May-2011.
- Tuite C, Agapitos A, O'Neill M and Brabazon A A preliminary investigation of overfitting in evolutionary driven model induction Proceedings of the 2011 international conference on Applications of evolutionary computation - Volume Part II, (120-130)
- Icke I and Rosenberg A Multi-objective genetic programming for visual analytics Proceedings of the 14th European conference on Genetic programming, (322-334)
- Dehzangi A, Foladizadeh R, Aflaki M and Karamizadeh S The application of fusion of heterogeneous meta classifiers to enhance protein fold prediction accuracy Proceedings of the Third international conference on Intelligent information and database systems - Volume Part I, (538-547)
- Wozniak M Knowledge source confidence measure applied to a rule-based recognition system Proceedings of the Third international conference on Intelligent information and database systems - Volume Part I, (425-434)
- Parvin H, Minaei B, Beigi A and Helmi H Classification ensemble by genetic algorithms Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I, (391-399)
- Saarikoski J, Laurikkala J, Järvelin K and Juhola M Self-organising maps in document classification Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I, (260-269)
- İşcan Z, Özkaya Ö and Dokur Z Classification of EEG in a steady state visual evoked potential based brain computer interface experiment Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part II, (81-88)
- Csirik J, Bertholet P and Bunke H Pattern recognition in wireless sensor networks in presence of sensor failures Proceedings of the 12th WSEAS international conference on Neural networks, fuzzy systems, evolutionary computing & automation, (104-109)
- Maletti A (2011). Survey: Weighted Extended Top-down Tree Transducers Part II—Application in Machine Translation, Fundamenta Informaticae, 112:2-3, (239-261), Online publication date: 1-Apr-2011.
- Malin B, Nyemba S and Paulett J (2011). Learning relational policies from electronic health record access logs, Journal of Biomedical Informatics, 44:2, (333-342), Online publication date: 1-Apr-2011.
- Bhatia S, Kil Y, Ueberheide B, Chait B, Tayo L, Cruz L, Lu B, Yates J and Bern M Constrained de novo sequencing of peptides with application to conotoxins Proceedings of the 15th Annual international conference on Research in computational molecular biology, (16-30)
- Xu L and Hung C A comparison on the effectiveness of different similarity measures for image classification Proceedings of the 49th annual ACM Southeast Conference, (352-353)
- Ban T, Zhang C, Abe S, Takahashi T and Kadobayashi Y Mining interlacing manifolds in high dimensional spaces Proceedings of the 2011 ACM Symposium on Applied Computing, (942-949)
- Chen S and Baird H Pixel accurate document image content extraction Proceedings of the 2011 ACM Symposium on Applied Computing, (245-251)
- Iosifidis A, Tefas A, Nikolaidis N and Pitas I Learning human identity using view-invariant multi-view movement representation Proceedings of the COST 2101 European conference on Biometrics and ID management, (217-226)
- Furukawa S, Uchino E, Azetsu T, Suetake N, Hiro T and Matsuzaki M Plaque classification using sparse features of IVUS RF signal for the diagnosis of arteriosclerosis Proceedings of the 10th WSEAS international conference on Applied computer and applied computational science, (99-103)
- Ball A, Rye D, Ramos F and Velonaki M A comparison of unsupervised learning algorithms for gesture clustering Proceedings of the 6th international conference on Human-robot interaction, (111-112)
- Brooks J (2011). Support Vector Machines with the Ramp Loss and the Hard Margin Loss, Operations Research, 59:2, (467-479), Online publication date: 1-Mar-2011.
- Samant R and Rao S The effect of noise in automatic text classification Proceedings of the International Conference & Workshop on Emerging Trends in Technology, (557-558)
- Xi B, Kantarcioglu M and Inan A Mixture of gaussian models and bayes error under differential privacy Proceedings of the first ACM conference on Data and application security and privacy, (179-190)
- Mitrea D, Mitrea P, Badea R, Socaciu M, Ciobanu L, Golea A, Hagiu C and Seicean A Computerized methods for the assessment and characterization of the inflammatory bowel diseases and colon cancer from ultrasound and endoscopic images Proceeding of 10th WSEAS international conference on electronics, hardware, wireless and optical communications, and 10th WSEAS international conference on signal processing, robotics and automation, and 3rd WSEAS international conference on nanotechnology, and 2nd WSEAS international conference on Plasma-fusion-nuclear physics, (336-343)
- Gupta N, Pancholi A and Sabharwal Y Clustering with internal connectedness Proceedings of the 5th international conference on WALCOM: algorithms and computation, (158-169)
- Kratz S and Rohs M Protractor3D Proceedings of the 16th international conference on Intelligent user interfaces, (371-374)
- Shee B, Vipsita S and Rath S Protein feature classification using particle swarm optimization and artificial neural networks Proceedings of the 2011 International Conference on Communication, Computing & Security, (313-318)
- Farmer L Data mining technology across academic disciplines Proceedings of the 2011 iConference, (503-507)
- Jin Y and Prabhakaran B (2011). Knowledge discovery from 3D human motion streams through semantic dimensional reduction, ACM Transactions on Multimedia Computing, Communications, and Applications, 7:2, (1-20), Online publication date: 1-Feb-2011.
- Tang J, Hong R, Yan S, Chua T, Qi G and Jain R (2011). Image annotation by kNN-sparse graph-based label propagation over noisily tagged web images, ACM Transactions on Intelligent Systems and Technology, 2:2, (1-15), Online publication date: 1-Feb-2011.
- Ngugi B, Kahn B and Tremaine M (2011). Typing Biometrics, Journal of Data and Information Quality, 2:2, (1-21), Online publication date: 1-Feb-2011.
- Achiche S and Ahmed-kristensen S (2011). Genetic fuzzy modeling of user perception of three-dimensional shapes, Artificial Intelligence for Engineering Design, Analysis and Manufacturing, 25:1, (93-107), Online publication date: 1-Feb-2011.
- Ben Chaabane S, Sayadi M, Fnaiech F, Brassart E and Betin F (2011). A New Method for the Estimation of Mass Functions in the Dempster---Shafer's Evidence Theory, Circuits, Systems, and Signal Processing, 30:1, (55-71), Online publication date: 1-Feb-2011.
- Bockstedt J and Goh K (2011). Seller Strategies for Differentiation in Highly Competitive Online Auction Markets, Journal of Management Information Systems, 28:3, (235-268), Online publication date: 1-Jan-2011.
- Østergaard J, Derpich M and Channappayya S (2011). The high-resolution rate-distortion function under the structural similarity index, EURASIP Journal on Advances in Signal Processing, 2011, (1-7), Online publication date: 1-Jan-2011.
- Iliev A and Scordilis M (2011). Spoken emotion recognition using glottal symmetry, EURASIP Journal on Advances in Signal Processing, 2011, (1-11), Online publication date: 1-Jan-2011.
- Iftikhar S, Bond A, Wagan A, Weinberg P and Bharath A (2011). Segmentation of endothelial cell boundaries of rabbit aortic images using a machine learning approach, Journal of Biomedical Imaging, 2011, (1-11), Online publication date: 1-Jan-2011.
- Farrahi K and Gatica-Perez D (2011). Discovering routines from large-scale human locations using probabilistic topic models, ACM Transactions on Intelligent Systems and Technology, 2:1, (1-27), Online publication date: 1-Jan-2011.
- Holt G, Doorn A, Reinders M, Hendriks E and Ridder H (2011). Human-inspired search for redundancy in automatic sign language recognition, ACM Transactions on Applied Perception, 8:2, (1-15), Online publication date: 1-Jan-2011.
- Luo L, Huang D, Ye L, Zhou Q, Shao G and Peng H (2011). Improving the Computational Efficiency of Recursive Cluster Elimination for Gene Selection, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 8:1, (122-129), Online publication date: 1-Jan-2011.
- Nanni L, Lumini A and Brahnam S (2011). Likelihood ratio based features for a trained biometric score fusion, Expert Systems with Applications: An International Journal, 38:1, (58-63), Online publication date: 1-Jan-2011.
- Nadella S and Janakiram D (2011). Message filters for hardening the Linux kernel, Software—Practice & Experience, 41:1, (51-62), Online publication date: 1-Jan-2011.
- Guru D, Nagasundara K and Manjunath S Feature level fusion of multi-instance finger knuckle print for person identification Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia, (186-190)
- Zhou C, Xu Z and Huang B Activity Recognition from Call Detail Record Proceedings of the 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing, (605-611)
- Salazar-Hernández R and Díaz-Verdejo J Hybrid Detection of Application Layer Attacks Using Markov Models for Normality and Attacks Information and Communications Security, (416-429)
- Das S, Bora P and Gogoi A Subtractive clustering of vertices for CPCA based animation geometry compression Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing, (205-210)
- Indu S, Arora S, Chaudhury S and Bhattacharyya A Road traffic model using distributed camera network Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing, (132-139)
- Han Y, Tao Q and Wang J Avoiding false positive in multi-instance learning Proceedings of the 23rd International Conference on Neural Information Processing Systems - Volume 1, (811-819)
- Noh Y, Zhang B and Lee D Generative local metric learning for nearest neighbor classification Proceedings of the 23rd International Conference on Neural Information Processing Systems - Volume 2, (1822-1830)
- Zhu H, Wang F and Wang S (2010). On the convergence of autonomous agent communities, Multiagent and Grid Systems, 6:4, (315-352), Online publication date: 1-Dec-2010.
- Maeno Y and Ohsawa Y (2010). Reflective visualisation and verbalisation of unconscious preference, International Journal of Advanced Intelligence Paradigms, 2:2/3, (125-139), Online publication date: 1-Dec-2010.
- Choudhury M, Sundaram H, John A and Seligmann D (2010). Extraction, characterization and utility of prototypical communication groups in the blogosphere, ACM Transactions on Information Systems, 29:1, (1-53), Online publication date: 1-Dec-2010.
- Huh S and Lee D (2010). Linear discriminant analysis for signatures, IEEE Transactions on Neural Networks, 21:12, (1990-1996), Online publication date: 1-Dec-2010.
- Zhang Y, Lin W and Chin Y (2010). A pattern-recognition approach for driving skill characterization, IEEE Transactions on Intelligent Transportation Systems, 11:4, (905-916), Online publication date: 1-Dec-2010.
- Jang D, Yoo C and Kalker T (2010). Distance metric learning for content identification, IEEE Transactions on Information Forensics and Security, 5:4, (932-944), Online publication date: 1-Dec-2010.
- Fernández A, García S, Luengo J, Bernadó-Mansilla E and Herrera F (2010). Genetics-based machine learning for rule induction, IEEE Transactions on Evolutionary Computation, 14:6, (913-941), Online publication date: 1-Dec-2010.
- Subasi A and Ismail Gursoy M (2010). EEG signal classification using PCA, ICA, LDA and support vector machines, Expert Systems with Applications: An International Journal, 37:12, (8659-8666), Online publication date: 1-Dec-2010.
- Jiang H, Ge Z, Jin S and Wang J (2010). Network prefix-level traffic profiling, Computer Networks: The International Journal of Computer and Telecommunications Networking, 54:18, (3327-3340), Online publication date: 1-Dec-2010.
- Mailing A, Crivelli T and Cernuschi-Frías B Model distribution dependant complexity estimation on textures Proceedings of the 6th international conference on Advances in visual computing - Volume Part III, (271-279)
- Farag A, Elhabian S, Abdelrahman M, Graham J, Farag A, Chen D and Casanova M Surface modeling of the corpus callosum from MRI scans Proceedings of the 6th international conference on Advances in visual computing - Volume Part III, (9-18)
- Kotera H Study on image color stealing in log-polar space Proceedings of the 6th international conference on Advances in visual computing - Volume Part I, (221-230)
- Kotera H Study on Image Color Stealing in Log-Polar Space Advances in Visual Computing, (221-230)
- Takahashi H, Yoshikawa T and Furuhashi T Reliability-based automatic repeat request with error potential-based error correction for improving P300 speller performance Proceedings of the 17th international conference on Neural information processing: models and applications - Volume Part II, (50-57)
- Di Cerbo F, Girardello A, Michahelles F and Voronkova S Detection of malicious applications on Android OS Proceedings of the 4th international conference on Computational forensics, (138-149)
- Wang M, Liu Y, Liao B, Lin Y and Horng M A vehicle license plate recognition system based on spatial/frequency domain filtering and neural networks Proceedings of the Second international conference on Computational collective intelligence: technologies and applications - Volume Part III, (63-70)
- Gao Y and Li Y Improving gaussian process classification with outlier detection Proceedings of the 10th Asian conference on Computer vision - Volume Part IV, (153-164)
- Jiang M, Li C, Feng J and Wang L Segmentation via ncuts and lossy minimum description length Proceedings of the 10th Asian conference on Computer vision - Volume Part III, (213-224)
- Castelo-Fernández C, De Rezende P, Falcão A and Papa J Improving the accuracy of the optimum-path forest supervised classifier for large datasets Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications, (467-475)
- Khider M, Taleb-Ahmed A and Haddad B Generation of synthetic multifractal realistic surfaces based on natural model and lognormal cascade Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications, (71-78)
- Molina-Lozano H A fast fuzzy Cocke-Younger-Kasami algorithm for DNA and RNA strings analysis Proceedings of the 9th Mexican international conference on Artificial intelligence conference on Advances in soft computing: Part II, (80-91)
- Li Y, Chen X, Tian J, Zhang X, Wang K and Yang J Automatic recognition of sign language subwords based on portable accelerometer and EMG sensors International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction, (1-7)
- Bilgin T and Camurcu A (2010). An efficient preprocessing stage for the relationship-based clustering framework, Intelligent Data Analysis, 14:6, (731-748), Online publication date: 5-Nov-2010.
- Wang C, Zhang Y, Chen X, Liu Z, Shi L, Chen G, Qiu F, Ying C and Lu W (2010). A behavior-based SMS antispam system, IBM Journal of Research and Development, 54:6, (651-666), Online publication date: 1-Nov-2010.
- Zhang N, Duan L, Huang Q, Li L, Gao W and Guan L Automatic video genre categorization and event detection techniques on large-scale sports data Proceedings of the 2010 Conference of the Center for Advanced Studies on Collaborative Research, (283-297)
- Pasolli E and Melgani F (2010). Active learning methods for electrocardiographic signal classification, IEEE Transactions on Information Technology in Biomedicine, 14:6, (1405-1416), Online publication date: 1-Nov-2010.
- Yu Y and Zhou Z (2010). A framework for modeling positive class expansion with single snapshot, Knowledge and Information Systems, 25:2, (211-227), Online publication date: 1-Nov-2010.
- Tan A and Kang Y Agent-augmented co-space Proceedings of the 7th international conference on Autonomic and trusted computing, (298-312)
- Fan Z, Wu Y and Wu B Maximum normalized spacing for efficient visual clustering Proceedings of the 19th ACM international conference on Information and knowledge management, (409-418)
- Lin X and Chen X Mr.KNN Proceedings of the 19th ACM international conference on Information and knowledge management, (349-358)
- Gkalelis N, Mezaris V and Kompatsiaris I Automatic event-based indexing of multimedia content using a joint content-event model Proceedings of the 2nd ACM international workshop on Events in multimedia, (15-20)
- Tabia H, Daoudi M, Vandeborre J and Colot O Local visual patch for 3d shape retrieval Proceedings of the ACM workshop on 3D object retrieval, (3-8)
- Feng J, Zheng Y and Yan S Towards a universal detector by mining concepts with small semantic gaps Proceedings of the 18th ACM international conference on Multimedia, (1707-1710)
- Ouaret M, Dantcheva A, Min R, Daniel L and Dugelay J BIOFACE Proceedings of the 18th ACM international conference on Multimedia, (1613-1616)
- Laibowitz M, Gong N and Paradiso J Multimedia content creation using societal-scale ubiquitous camera networks and human-centric wearable sensing Proceedings of the 18th ACM international conference on Multimedia, (571-580)
- Chen X, Mu Y, Yan S and Chua T Efficient large-scale image annotation by probabilistic collaborative multi-label propagation Proceedings of the 18th ACM international conference on Multimedia, (35-44)
- Wan C Test-cost sensitive classification using greedy algorithm on training data Proceedings of the 5th international conference on Advances in computation and intelligence, (455-464)
- He Q, Zhuang F, Li J and Shi Z Parallel implementation of classification algorithms based on MapReduce Proceedings of the 5th international conference on Rough set and knowledge technology, (655-662)
- Halevi T and Saxena N On pairing constrained wireless devices based on secrecy of auxiliary channels Proceedings of the 17th ACM conference on Computer and communications security, (97-108)
- Li W and Gorton I Analyzing web logs to detect user-visible failures Proceedings of the 2010 workshop on Managing systems via log analysis and machine learning techniques, (6-6)
- Michalak K and Kwasnicka H (2010). Correlation based feature selection method, International Journal of Bio-Inspired Computation, 2:5, (319-332), Online publication date: 1-Oct-2010.
- Zhong W, Pan W, Kwok J and Tsang I (2010). Incorporating the loss function into discriminative clustering of structured outputs, IEEE Transactions on Neural Networks, 21:10, (1564-1575), Online publication date: 1-Oct-2010.
- Huang Y, Brown M and Xu D (2010). User-assisted ink-bleed reduction, IEEE Transactions on Image Processing, 19:10, (2646-2658), Online publication date: 1-Oct-2010.
- Barachant A, Bonnet S, Congedo M and Jutten C Riemannian geometry applied to BCI classification Proceedings of the 9th international conference on Latent variable analysis and signal separation, (629-636)
- Sigg S and Beigl M Expectation aware in-network context processing Proceedings of the 4th ACM International Workshop on Context-Awareness for Self-Managing Systems, (59-64)
- Brost A, Wimmer A, Liao R, Hornegger J and Strobel N Catheter tracking Proceedings of the 32nd DAGM conference on Pattern recognition, (293-302)
- Rueda L, Garate C, Banerjee S and Aziz M Biological protein-protein interaction prediction using binding free energies and linear dimensionality reduction Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics, (383-394)
- Doyle S and Madabhushi A Consensus of ambiguity Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics, (313-324)
- Rezaeian I and Rueda L Sub-grid and spot detection in DNA microarray images using optimal multi-level thresholding Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics, (277-288)
- Sander J, Krieger J and Beyerer J The importance of statistical evidence for focussed Bayesian fusion Proceedings of the 33rd annual German conference on Advances in artificial intelligence, (299-308)
- Lu L, Wolf M, Bi J and Salganicoff M Correcting misalignment of automatic 3D detection by classification Proceedings of the 2010 international MICCAI conference on Medical computer vision: recognition techniques and applications in medical imaging, (118-129)
- Gao D, Padfield D, Rittscher J and McKay R Automated training data generation for microscopy focus classification Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II, (446-453)
- Zhang T and Davatzikos C Optimally-discriminative voxel-based analysis Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II, (257-265)
- Castellani U, Perina A, Murino V, Bellani M, Rambaldelli G, Tansella M and Brambilla P Brain morphometry by probabilistic latent semantic analysis Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II, (177-184)
- Raniszewski M Sequential reduction algorithm for nearest neighbor rule Proceedings of the 2010 international conference on Computer vision and graphics: Part II, (219-226)
- Klepaczko A, Szczypiński P, Daniel P and Pazurek M Local polynomial approximation for unsupervised segmentation of endoscopic images Proceedings of the 2010 international conference on Computer vision and graphics: Part II, (33-40)
- Basile T, Esposito F and Caponetti L A multi-relational learning framework to support biomedical applications Proceedings of the 7th international conference on Computational intelligence methods for bioinformatics and biostatistics, (188-202)
- Antonakakis M, Dagon D, Luo X, Perdisci R, Lee W and Bellmor J A centralized monitoring infrastructure for improving DNS security Proceedings of the 13th international conference on Recent advances in intrusion detection, (18-37)
- Inoue H Incremental learning using self-organizing neural grove Proceedings of the 20th international conference on Artificial neural networks: Part III, (557-562)
- Okada S, Hasegawa O and Nishida T Machine learning approaches for time-series data based on self-organizing incremental neural network Proceedings of the 20th international conference on Artificial neural networks: Part III, (541-550)
- De Araújo D, Neto A, Melo J and Martins A Clustering using elements of information theory Proceedings of the 20th international conference on Artificial neural networks: Part III, (397-406)
- Mukherjee D, Dhoolia P, Sinha S, Rembert A and Nanda M From informal process diagrams to formal process models Proceedings of the 8th international conference on Business process management, (145-161)
- Delarboulas P, Schoenauer M and Sebag M Open-ended evolutionary robotics Proceedings of the 11th international conference on Parallel problem solving from nature: Part I, (334-343)
- Wang Z and O'Boyle M Partitioning streaming parallelism for multi-cores Proceedings of the 19th international conference on Parallel architectures and compilation techniques, (307-318)
- Feng X and Doërr G FLD-based detection of re-compressed speech signals Proceedings of the 12th ACM workshop on Multimedia and security, (43-48)
- Wan C Test-cost sensitive classification on data with missing values in the limited time Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I, (501-510)
- Morii F Clustering using difference criterion of distortion ratios Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I, (390-399)
- Ain Q, Mehmood I, Naqi S and Jaffar M Bayesian classification using DCT features for brain tumor detection Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I, (340-349)
- Kohlert M, Kohlert C and König A Automated anticounterfeiting inspection methods for rigid films based on infrared and ultraviolet pigments and supervised image segmentation and classification Proceedings of the 14th international conference on Knowledge-based and intelligent information and engineering systems: Part I, (321-330)
- Smirnov E, Nikolaev N and Nalbantov G Single-stacking conformity approach to reliable classification Proceedings of the 14th international conference on Artificial intelligence: methodology, systems, and applications, (161-170)
- Nguyen H, Petrović S and Franke K A comparison of feature-selection methods for intrusion detection Proceedings of the 5th international conference on Mathematical methods, models and architectures for computer network security, (242-255)
- Gao S, Tsang I and Chia L Kernel sparse representation for image classification and face recognition Proceedings of the 11th European conference on Computer vision: Part IV, (1-14)
- Khuwuthyakorn P, Robles-Kelly A and Zhou J Object of interest detection by saliency learning Proceedings of the 11th European conference on Computer vision: Part II, (636-649)
- Abbasi A, Zhang Z, Zimbra D, Chen H and Nunamaker J (2010). Detecting fake websites, MIS Quarterly, 34:3, (435-461), Online publication date: 1-Sep-2010.
- Wang X and Leeser M (2010). VFloat, ACM Transactions on Reconfigurable Technology and Systems, 3:3, (1-34), Online publication date: 1-Sep-2010.
- Chin J, Rao N, Yau D, Shankar M, Yang Y, Hou J, Srivathsan S and Iyengar S (2010). Identification of low-level point radioactive sources using a sensor network, ACM Transactions on Sensor Networks, 7:3, (1-35), Online publication date: 1-Sep-2010.
- Fu Q, Mansjur D and Juang B (2010). Empirical system learning for statistical pattern recognition with non-uniform error criteria, IEEE Transactions on Signal Processing, 58:9, (4621-4633), Online publication date: 1-Sep-2010.
- Cheng M, Fang B, Tang Y, Zhang T and Wen J (2010). Incremental embedding and learning in the local discriminant subspace with application to face recognition, IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 40:5, (580-591), Online publication date: 1-Sep-2010.
- Pärkkä J, Cluitmans L and Ermes M (2010). Personalization algorithm for real-time activity recognition using PDA, wireless motion bands, and binary decision tree, IEEE Transactions on Information Technology in Biomedicine, 14:5, (1211-1215), Online publication date: 1-Sep-2010.
- Chen S, Cao L, Wang Y, Liu J and Tang X (2010). Image segmentation by MAP-ML estimations, IEEE Transactions on Image Processing, 19:9, (2254-2264), Online publication date: 1-Sep-2010.
- Vatsa M, Singh R, Noore A and Ross A (2010). On the dynamic selection of biometric fusion algorithms, IEEE Transactions on Information Forensics and Security, 5:3, (470-479), Online publication date: 1-Sep-2010.
- Johansson B and Balkenius C The Indiana experiment Proceedings of the 11th international conference on Simulation of adaptive behavior: from animals to animats, (242-251)
- Balkenius A, Dacke M and Balkenius C The approach behaviour of the hawkmoth manduca sexta toward multi-modal stimuli Proceedings of the 11th international conference on Simulation of adaptive behavior: from animals to animats, (232-241)
- Boughorbel S, Breebaart J, Bruekers F, Flinsenberg I and ten Kate W Child-activity recognition from multi-sensor data Proceedings of the 7th International Conference on Methods and Techniques in Behavioral Research, (1-3)
- Sanchis-Trilles G and Casacuberta F Log-linear weight optimisation via Bayesian adaptation in statistical machine translation Proceedings of the 23rd International Conference on Computational Linguistics: Posters, (1077-1085)
- Mao Y, Balasubramanian K and Lebanon G Dimensionality reduction for text using domain knowledge Proceedings of the 23rd International Conference on Computational Linguistics: Posters, (801-809)
- Dazeley R, Yearwood J, Kang B and Kelarev A Consensus clustering and supervised classification for profiling phishing emails in internet commerce security Proceedings of the 11th international conference on Knowledge management and acquisition for smart systems and services, (235-246)
- Arevalillo-Herráez M and Ferri F Interactive image retrieval using smoothed nearest neighbor estimates Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition, (708-717)
- Pesarin A, Cristani M, Calanca P and Murino V A generative score space for statistical dialog characterization in social signalling Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition, (630-639)
- Gómez J, Sanchis E and Castro-Bleda M Automatic speech segmentation based on acoustical clustering Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition, (540-548)
- Duarte J, Fred A, Lourenço A and Duarte F On consensus clustering validation Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition, (385-394)
- Mallapragada P, Jin R and Jain A Non-parametric mixture models for clustering Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition, (334-343)
- Gómez-Ballester E, Micó L, Thollard F, Oncina J and Moreno-Seco F Combining elimination rules in tree-based nearest neighbor search algorithms Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition, (80-89)
- Tang L and Gui J Dual unsupervised discriminant projection for face recognition Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing, (467-473)
- Huang C and Jin Z Semi-supervised local discriminant embedding Proceedings of the 6th international conference on Advanced intelligent computing theories and applications: intelligent computing, (415-422)
- Nasierding G and Kouzani A Image to text translation by multi-label classification Proceedings of the Advanced intelligent computing theories and applications, and 6th international conference on Intelligent computing, (247-254)
- Li B, Zhou Z, Zou W and Wang S Fuzzy c-means clustering based robust and blind noncoherent receivers for underwater sensor networks Proceedings of the 5th international conference on Wireless algorithms, systems, and applications, (314-321)
- Freno A, Trentin E and Gori M Kernel-Based Hybrid Random Fields for Nonparametric Density Estimation Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence, (427-432)
- Zhang Y, Liu X, Fincher J and Dennis J DNA sequence feature selection for intrinsic nucleosome positioning signals using AdaBoost Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology, (386-389)
- Bayram S, Gezici S and Poor H (2010). Noise enhanced hypothesis-testing in the restricted Bayesian framework, IEEE Transactions on Signal Processing, 58:8, (3972-3989), Online publication date: 1-Aug-2010.
- Karg M, Kühnlenz K and Buss M (2010). Recognition of affect based on gait patterns, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 40:4, (1050-1061), Online publication date: 1-Aug-2010.
- Zhang J, Pu J, Chen C and Fleischer R (2010). Low-resolution gait recognition, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 40:4, (986-996), Online publication date: 1-Aug-2010.
- Chen S, Hong X and Harris C (2010). Probability density estimation with tunable kernels using orthogonal forward regression, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 40:4, (1101-1114), Online publication date: 1-Aug-2010.
- Gruber C, Gruber T, Krinninger S and Sick B (2010). Online signature verification with support vector machines based on LCSS kernel functions, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 40:4, (1088-1100), Online publication date: 1-Aug-2010.
- Rodriguez-Martinez E, Goulermas J, Mu T and Ralph J (2010). Automatic induction of projection pursuit indices, IEEE Transactions on Neural Networks, 21:8, (1281-1295), Online publication date: 1-Aug-2010.
- Qin A and Clausi D (2010). Multivariate image segmentation using semantic region growing with adaptive edge penalty, IEEE Transactions on Image Processing, 19:8, (2157-2170), Online publication date: 1-Aug-2010.
- Deng Z, Chung F and Wang S (2010). Robust relief-feature weighting, margin maximization, and fuzzy optimization, IEEE Transactions on Fuzzy Systems, 18:4, (726-744), Online publication date: 1-Aug-2010.
- Chen S, Hong X and Harris C (2010). Particle swarm optimization aided orthogonal forward regression for unified data modeling, IEEE Transactions on Evolutionary Computation, 14:4, (477-499), Online publication date: 1-Aug-2010.
- Kim S, Park Y, Toh K and Lee S (2010). SVM-based feature extraction for face recognition, Pattern Recognition, 43:8, (2871-2881), Online publication date: 1-Aug-2010.
- Chang C (2010). Generalized iterative RELIEF for supervised distance metric learning, Pattern Recognition, 43:8, (2971-2981), Online publication date: 1-Aug-2010.
- Ishida H, Takahashi T, Ide I and Murase H (2010). A Hilbert warping method for handwriting gesture recognition, Pattern Recognition, 43:8, (2799-2806), Online publication date: 1-Aug-2010.
- Wang X, Chung F and Wang S (2010). On minimum class locality preserving variance support vector machine, Pattern Recognition, 43:8, (2753-2762), Online publication date: 1-Aug-2010.
- Liu H, Liu L and Zhang H (2010). Ensemble gene selection for cancer classification, Pattern Recognition, 43:8, (2763-2772), Online publication date: 1-Aug-2010.
- Rosman G, Bronstein M, Bronstein A and Kimmel R (2010). Nonlinear Dimensionality Reduction by Topologically Constrained Isometric Embedding, International Journal of Computer Vision, 89:1, (56-68), Online publication date: 1-Aug-2010.
- Bifet A Adaptive Stream Mining Proceedings of the 2010 conference on Adaptive Stream Mining: Pattern Learning and Mining from Evolving Data Streams, (1-212)
- LaViola J and Marks R An introduction to 3D spatial interaction with video game motion controllers ACM SIGGRAPH 2010 Courses, (1-78)
- Ting K, Zhou G, Liu F and Tan J Mass estimation and its applications Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining, (989-998)
- Yang J and Ong C Feature selection for support vector regression using probabilistic prediction Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining, (343-352)
- Cai D, Zhang C and He X Unsupervised feature selection for multi-cluster data Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining, (333-342)
- Eyal I, Keidar I and Rom R Distributed data classification in sensor networks Proceedings of the 29th ACM SIGACT-SIGOPS symposium on Principles of distributed computing, (151-160)
- Gummersbach N and Blanz V A morphing-based analysis of the perceptual distance metric of human faces Proceedings of the 7th Symposium on Applied Perception in Graphics and Visualization, (109-116)
- Shen J, Meng W, Yan S, Pang H and Hua X Effective music tagging through advanced statistical modeling Proceedings of the 33rd international ACM SIGIR conference on Research and development in information retrieval, (635-642)
- Jiang F, Li Y, Zhao J and Yang N Approximate content summary for database selection in deep web data integration Proceedings of the 2010 international conference on Web-age information management, (210-221)
- Ji F, Qiu X and Huang X Detecting hedge cues and their scopes with average perceptron Proceedings of the Fourteenth Conference on Computational Natural Language Learning --- Shared Task, (32-39)
- Zbib R, Matsoukas S, Schwartz R and Makhoul J Decision trees for lexical smoothing in statistical machine translation Proceedings of the Joint Fifth Workshop on Statistical Machine Translation and MetricsMATR, (428-437)
- Bobrowski L Selection of high risk patients with ranked models based on the CPL criterion functions Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects, (432-441)
- Giacinto G Moving targets Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects, (1-16)
- Bellinger C and Oommen B On simulating episodic events against a background of noise-like non-episodic events Proceedings of the 2010 Summer Computer Simulation Conference, (452-460)
- Stefanov N, Peer A and Buss M Online intention recognition in computer-assisted teleoperation systems Proceedings of the 2010 international conference on Haptics: generating and perceiving tangible sensations, Part I, (233-239)
- Redmond S, Birznieks I, Lovell N and Goodwin A Classifying torque, normal force and direction using monkey afferent nerve spike rates Proceedings of the 2010 international conference on Haptics: generating and perceiving tangible sensations, Part I, (43-50)
- Redmond S, Birznieks I, Lovell N and Goodwin A Classifying Torque, Normal Force and Direction Using Monkey Afferent Nerve Spike Rates Proceedings, Part I, of the International Conference on Haptics: Generating and Perceiving Tangible Sensations - Volume 6191, (43-50)
- Stefanov N, Peer A and Buss M Online Intention Recognition in Computer-Assisted Teleoperation Systems Proceedings, Part I, of the International Conference on Haptics: Generating and Perceiving Tangible Sensations - Volume 6191, (233-239)
- Martinez B, Vivet M and Binefa X Compatible particles for part-based tracking Proceedings of the 6th international conference on Articulated motion and deformable objects, (1-10)
- David-Tabibi O, Netanyahu N, Rosenberg Y and Shimoni M Genetic algorithms for automatic classification of moving objects Proceedings of the 12th annual conference companion on Genetic and evolutionary computation, (2069-2070)
- Winkler S, Affenzeller M, Jacak W and Stekel H Classification of tumor marker values using heuristic data mining methods Proceedings of the 12th annual conference companion on Genetic and evolutionary computation, (1915-1922)
- Monien B, Dumrauf D and Tscheuschner T Local search Proceedings of the 37th international colloquium conference on Automata, languages and programming, (1-17)
- Beecks C, Uysal M and Seidl T Signature Quadratic Form Distance Proceedings of the ACM International Conference on Image and Video Retrieval, (438-445)
- Cui Y, Jin J, Zhang S, Luo S and Tian Q Music video affective understanding using feature importance analysis Proceedings of the ACM International Conference on Image and Video Retrieval, (213-219)
- Orlov N, Chen W, Eckley D, Macura T, Shamir L, Jaffe E and Goldberg I (2010). Automatic classification of lymphoma images with transform-based global features, IEEE Transactions on Information Technology in Biomedicine, 14:4, (1003-1013), Online publication date: 1-Jul-2010.
- Khutlang R, Krishnan S, Dendere R, Whitelaw A, Veropoulos K, Learmonth G and Douglas T (2010). Classification of mycobacterium tuberculosis in images of ZN-stained sputum smears, IEEE Transactions on Information Technology in Biomedicine, 14:4, (949-957), Online publication date: 1-Jul-2010.
- Zeng J, Zhao X, Cao X and Yan H (2010). SCS, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 7:3, (550-562), Online publication date: 1-Jul-2010.
- Holmström L and Koistinen P (2010). Pattern recognition, WIREs Computational Statistics, 2:4, (404-413), Online publication date: 1-Jul-2010.
- Kranen P, Günnemann S, Fries S and Seidl T MC-tree Proceedings of the 22nd international conference on Scientific and statistical database management, (252-269)
- Kessentini Y, Burger T and Paquet T Evidential combination of multiple HMM classifiers for multi-script handwriting recognition Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty, (445-454)
- Lemos A, Caminhas W and Gomide F Fuzzy multivariable Gaussian evolving approach for fault detection and diagnosis Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty, (360-369)
- Lughofer E On dynamic soft dimension reduction in evolving fuzzy classifiers Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty, (79-88)
- Nguyen T Layered approximation approach to knowledge elicitation in machine learning Proceedings of the 7th international conference on Rough sets and current trends in computing, (446-455)
- Casas P and Vaton S On the use of random neural networks for traffic matrix estimation in large-scale IP networks Proceedings of the 6th International Wireless Communications and Mobile Computing Conference, (326-330)
- Nawarathna R, Oh J, Yuan X, Lee J and Tang S Abnormal image detection using texton method in wireless capsule endoscopy videos Proceedings of the Second international conference on Medical Biometrics, (153-162)
- Liu L and Ngadi M Computerized pork quality evaluation system Proceedings of the Second international conference on Medical Biometrics, (145-152)
- Bombini G, Di Mauro N, Ferilli S and Esposito F Classifying agent behaviour through relational sequential patterns Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part I, (273-282)
- Schumann S, Puls M, Ecker T, Schwaegli T, Stifter J, Siebenrock K and Zheng G Determination of pelvic orientation from ultrasound images using patch-SSMs and a hierarchical speed of sound compensation strategy Proceedings of the First international conference on Information processing in computer-assisted interventions, (157-167)
- Lalys F, Riffaud L, Morandi X and Jannin P Automatic phases recognition in pituitary surgeries by microscope images classification Proceedings of the First international conference on Information processing in computer-assisted interventions, (34-44)
- Jackowski K Multiple classifier system with radial basis weight function Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I, (540-547)
- Cyganek B Image segmentation with a hybrid ensemble of one-class support vector machines Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I, (254-261)
- Marchini M and Purwins H Unsupervised analysis and generation of audio percussion sequences Proceedings of the 7th international conference on Exploring music contents, (205-218)
- Vaidya J, Atluri V, Guo Q and Lu H Role mining in the presence of noise Proceedings of the 24th annual IFIP WG 11.3 working conference on Data and applications security and privacy, (97-112)
- Deng F, Wu Z, Lu Z and Brown M BinarizationShop Proceedings of the 10th annual joint conference on Digital libraries, (255-258)
- Seoud L, Adankon M, Labelle H, Dansereau J and Cheriet F Towards non invasive diagnosis of scoliosis using semi-supervised learning approach Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part II, (10-19)
- Aghaei Pour P, Hussain M, AlZoubi O, D'Mello S and Calvo R The impact of system feedback on learners' affective and physiological states Proceedings of the 10th international conference on Intelligent Tutoring Systems - Volume Part I, (264-273)
- Bernardini A and Conati C Discovering and recognizing student interaction patterns in exploratory learning environments Proceedings of the 10th international conference on Intelligent Tutoring Systems - Volume Part I, (125-134)
- Korytkowski M, Rutkowski L, Scherer R and Szarek A Neural network-based assessment of femur stress after hip joint alloplasty Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I, (621-626)
- Kordos M, Blachnik M and Strzempa D Do we need whatever more than k-NN? Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I, (414-421)
- Gromisz M and Zadrożny S Combining the results in pairwise classification using dempster-shafer theory Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I, (339-346)
- Zhang Y, Huang S, Wang Y and Zhang M Botnet traffic discriminatory analysis using particle swarm optimization Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part II, (499-507)
- Fu X, Zhang S and Pang Z A resource limited immune approach for evolving architecture and weights of multilayer neural network Proceedings of the First international conference on Advances in Swarm Intelligence - Volume Part I, (328-337)
- Kumar A and Tu Y Exploiting locality for query processing and compression in scientific databases Proceedings of the Fourth SIGMOD PhD Workshop on Innovative Database Research, (13-18)
- Yin D, An C and Baird H Safely selecting subsets of training data Proceedings of the 9th IAPR International Workshop on Document Analysis Systems, (433-440)
- Lettner M and Sablatnig R Higher order MRF for foreground-background separation in multi-spectral images of historical manuscripts Proceedings of the 9th IAPR International Workshop on Document Analysis Systems, (317-324)
- Sankar K. P, Jawahar C and Manmatha R Nearest neighbor based collection OCR Proceedings of the 9th IAPR International Workshop on Document Analysis Systems, (207-214)
- Saad A, Möller T and Hamarneh G Probexplorer Proceedings of the 12th Eurographics / IEEE - VGTC conference on Visualization, (1113-1122)
- Zhao M and Zhu S Sisley the abstract painter Proceedings of the 8th International Symposium on Non-Photorealistic Animation and Rendering, (99-107)
- Meng X, Isci C, Kephart J, Zhang L, Bouillet E and Pendarakis D Efficient resource provisioning in compute clouds via VM multiplexing Proceedings of the 7th international conference on Autonomic computing, (11-20)
- Smith K, Bonaceto C, Wolf C, Yost B, Morse M, Mork P and Burdick D Exploring schema similarity at multiple resolutions Proceedings of the 2010 ACM SIGMOD International Conference on Management of data, (1179-1182)
- Mahmoud H and Aboulnaga A Schema clustering and retrieval for multi-domain pay-as-you-go data integration systems Proceedings of the 2010 ACM SIGMOD International Conference on Management of data, (411-422)
- Gutierrez P, Salcedo-Sanz S, Segovia-Vargas M, Sanchis A, Portilla-Figueras J, Fernández-Navarro F and Hervás-Martínez C Generalized logistic regression models using neural network basis functions applied to the detection of banking crises Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III, (1-10)
- Hirata N, Shiramatsu S, Ozono T and Shintani T Generating an event arrangement for understanding news articles on the web Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II, (525-534)
- Breaban M Evolving ensembles of feature subsets towards optimal feature selection for unsupervised and semi-supervised clustering Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II, (67-76)
- Jurado-Lucena A, Errasti-Alcalá B, Escot-Bocanegra D, Fernández-Recio R, Poyatos-Martínez D and Sánchez I Methodology to achieve accurate non cooperative target identification using high resolution radar and a synthetic database Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I, (427-436)
- Balbi A, Provost M and Tacchella A Anomaly detection in noisy and irregular time series Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I, (123-132)
- Maranzato R, Pereira A, Neubert M and do Lago A (2010). Fraud detection in reputation systems in e-markets using logistic regression and stepwise optimization, ACM SIGAPP Applied Computing Review, 11:1, (14-26), Online publication date: 1-Jun-2010.
- Ghorai S, Mukherjee A and Dutta P (2010). Discriminant analysis for fast multiclass data classification through regularized kernel function approximation, IEEE Transactions on Neural Networks, 21:6, (1020-1029), Online publication date: 1-Jun-2010.
- Calderero F and Marques F (2010). Region merging techniques using information theory statistical measures, IEEE Transactions on Image Processing, 19:6, (1567-1586), Online publication date: 1-Jun-2010.
- Lategahn H, Gross S, Stehle T and Aach T (2010). Texture classification by modeling joint distributions of local patterns with Gaussian mixtures, IEEE Transactions on Image Processing, 19:6, (1548-1557), Online publication date: 1-Jun-2010.
- Filippone M, Masulli F and Rovetta S (2010). Applying the possibilistic c-means algorithm in kernel-induced spaces, IEEE Transactions on Fuzzy Systems, 18:3, (572-584), Online publication date: 1-Jun-2010.
- Al-Kadi O (2010). Texture measures combination for improved meningioma classification of histopathological images, Pattern Recognition, 43:6, (2043-2053), Online publication date: 1-Jun-2010.
- Fisch D, Hofmann A and Sick B (2010). On the versatility of radial basis function neural networks, Information Sciences: an International Journal, 180:12, (2421-2439), Online publication date: 1-Jun-2010.
- D'hondt J, Vertommen J, Verhaegen P, Cattrysse D and Duflou J (2010). Pairwise-adaptive dissimilarity measure for document clustering, Information Sciences: an International Journal, 180:12, (2341-2358), Online publication date: 1-Jun-2010.
- Marinaki M, Marinakis Y and Zopounidis C (2010). Honey Bees Mating Optimization algorithm for financial classification problems, Applied Soft Computing, 10:3, (806-812), Online publication date: 1-Jun-2010.
- Bar - Yanai R, Langberg M, Peleg D and Roditty L Realtime classification for encrypted traffic Proceedings of the 9th international conference on Experimental Algorithms, (373-385)
- Toivola J, Prada M and Hollmén J Novelty detection in projected spaces for structural health monitoring Proceedings of the 9th international conference on Advances in Intelligent Data Analysis, (208-219)
- Matsunaga A and Fortes J On the Use of Machine Learning to Predict the Time and Resources Consumed by Applications Proceedings of the 2010 10th IEEE/ACM International Conference on Cluster, Cloud and Grid Computing, (495-504)
- Choi J and To D On learning for fusion over fading channels in wireless sensor networks Proceedings of the 5th IEEE international conference on Wireless pervasive computing, (319-324)
- Sharif M, Uyaver S and Djeraba C Crowd behavior surveillance using bhattacharyya distance metric Proceedings of the Second international conference on Computational Modeling of Objects Represented in Images, (311-323)
- Nagendhiran C, Kumar M, Kharthigeyan S, Naveen L and Prasanna S Tensor scheme using GTDA for EEG mental task classification Proceedings of the 10th WSEAS international conference on Wavelet analysis and multirate systems, (83-88)
- Henry C and Peters J (2010). Perceptual image analysis, International Journal of Bio-Inspired Computation, 2:3/4, (271-281), Online publication date: 1-May-2010.
- Sun C, Lo D, Wang X, Jiang J and Khoo S A discriminative model approach for accurate duplicate bug report retrieval Proceedings of the 32nd ACM/IEEE International Conference on Software Engineering - Volume 1, (45-54)
- Rodriguez A, Chaovalitwongse W, Zhe L, Singhal H and Pham H (2010). Master defect record retrieval using network-based feature association, IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 40:3, (319-329), Online publication date: 1-May-2010.
- Piuri V and Scotti F (2010). Design of an automatic wood types classification system by using fluorescence spectra, IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 40:3, (358-366), Online publication date: 1-May-2010.
- Hsieh J, Chuang C, Chen S, Chen C and Fan K (2010). Segmentation of human body parts using deformable triangulation, IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, 40:3, (596-610), Online publication date: 1-May-2010.
- Balagani K, Phoha V, Iyengar S and Balakrishnan N (2010). On Guo and Nixon's criterion for feature subset selection, IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, 40:3, (651-655), Online publication date: 1-May-2010.
- Zhou L, Wang L and Shen C (2010). Feature selection with redundancy-constrained class separability, IEEE Transactions on Neural Networks, 21:5, (853-858), Online publication date: 1-May-2010.
- Aksu Y, Miller D, Kesidis G and Yang Q (2010). Margin-maximizing feature elimination methods for linear and nonlinear kernel-based discriminant functions, IEEE Transactions on Neural Networks, 21:5, (701-717), Online publication date: 1-May-2010.
- Kortelainen J, Mendez M, Bianchi A, Matteucci M and Cerutti S (2010). Sleep staging based on signals acquired through bed sensor, IEEE Transactions on Information Technology in Biomedicine, 14:3, (776-785), Online publication date: 1-May-2010.
- Yang G, Lin Y and Bhattacharya P (2010). A driver fatigue recognition model based on information fusion and dynamic Bayesian network, Information Sciences: an International Journal, 180:10, (1942-1954), Online publication date: 1-May-2010.
- Liu Q, Sung A, Qiao M, Chen Z and Ribeiro B (2010). An improved approach to steganalysis of JPEG images, Information Sciences: an International Journal, 180:9, (1643-1655), Online publication date: 1-May-2010.
- Ennals R, Byler D, Agosta J and Rosario B What is disputed on the web? Proceedings of the 4th workshop on Information credibility, (67-74)
- Stephenson M, Rangan R, Yashchin E and Van Hensbergen E Statistically regulating program behavior via mainstream computing Proceedings of the 8th annual IEEE/ACM international symposium on Code generation and optimization, (238-247)
- Williams P, Soares C and Gilbert J A clustering rule-based approach to predictive modeling Proceedings of the 48th annual ACM Southeast Conference, (1-5)
- Sertel O, Dogdas B, Chiu C and Gurcan M Muscle histology image analysis for sarcopenia Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro, (1423-1426)
- Sundararajan R, Xu H, Annangi P, Tao X, Sun X and Mao L A multiresolution support vector machine based algorithm for pneumoconiosis detection from chest radiographs Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro, (1317-1320)
- Basavanhally A, Doyle S and Madabhushi A Predicting classifier performance with a small training set Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro, (229-232)
- Sanchez C, Niemeijer M, Schulten M, Abramoff M and van Ginneken B Improving hard exudate detection in retinal images through a combination of local and contextual information Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro, (5-8)
- Ghasemzadeh H, Loseu V and Jafari R Collaborative signal processing for action recognition in body sensor networks Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks, (244-255)
- Wittenburg G, Dziengel N, Wartenburger C and Schiller J A system for distributed event detection in wireless sensor networks Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks, (94-104)
- Forero P, Cano A and Giannakis G Consensus-based distributed linear support vector machines Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks, (35-46)
- Al-Ani A and Atiya A Pattern classification using a penalized likelihood method Proceedings of the 4th IAPR TC3 conference on Artificial Neural Networks in Pattern Recognition, (1-12)
- Kapoor A, Lee B, Tan D and Horvitz E Interactive optimization for steering machine classification Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, (1343-1352)
- Tenne Y, Izui K and Nishiwaki S Handling undefined vectors in expensive optimization problems Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I, (582-591)
- Di Carlo S, Falasconi M, Sánchez E, Scionti A, Squillero G and Tonda A Exploiting evolution for an adaptive drift-robust classifier in chemical sensing Proceedings of the 2010 international conference on Applications of Evolutionary Computation - Volume Part I, (412-421)
- Yuan G, Lim T, Juan W, Ringo H and Li Q A GMM based 2-stage architecture for multi-subject emotion recognition using physiological responses Proceedings of the 1st Augmented Human International Conference, (1-6)
- Esposito F, d'Amato C and Fanizzi N (2010). Fuzzy Clustering for Semantic Knowledge Bases, Fundamenta Informaticae, 99:2, (187-205), Online publication date: 1-Apr-2010.
- Yap K, Lim C and Mohamad-Saleh J (2010). An enhanced generalized adaptive resonance theory neural network and its application to medical pattern classification, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 21:1, 2, (65-78), Online publication date: 1-Apr-2010.
- Imran A and Gregor S (2010). Uncovering the Hidden Issues in E-Government Adoption in a Least Developed Country, Journal of Global Information Management, 18:2, (30-56), Online publication date: 1-Apr-2010.
- Mahdiani H, Ahmadi A, Fakhraie S and Lucas C (2010). Bio-inspired imprecise computational blocks for efficient VLSI implementation of soft-computing applications, IEEE Transactions on Circuits and Systems Part I: Regular Papers, 57:4, (850-862), Online publication date: 1-Apr-2010.
- Milone D, Di Persia L and Torres M (2010). Denoising and recognition using hidden Markov models with observation distributions modeled by hidden Markov trees, Pattern Recognition, 43:4, (1577-1589), Online publication date: 1-Apr-2010.
- Lacoste C, Descombes X and Zerubia J (2010). Unsupervised line network extraction in remote sensing using a polyline process, Pattern Recognition, 43:4, (1631-1641), Online publication date: 1-Apr-2010.
- Ferrer M, Valveny E, Serratosa F, Riesen K and Bunke H (2010). Generalized median graph computation by means of graph embedding in vector spaces, Pattern Recognition, 43:4, (1642-1655), Online publication date: 1-Apr-2010.
- Chu D and Thye G (2010). A new and fast implementation for null space based linear discriminant analysis, Pattern Recognition, 43:4, (1373-1379), Online publication date: 1-Apr-2010.
- Sen D and Pal S (2010). Gradient histogram, Image and Vision Computing, 28:4, (677-695), Online publication date: 1-Apr-2010.
- Vieira S, Sousa J and Runkler T (2010). Two cooperative ant colonies for feature selection using fuzzy models, Expert Systems with Applications: An International Journal, 37:4, (2714-2723), Online publication date: 1-Apr-2010.
- Wanke J, Ulges A, Lampert C and Breuel T Topic models for semantics-preserving video compression Proceedings of the international conference on Multimedia information retrieval, (275-284)
- Rahman M, Antani S and Thoma G A classification-driven similarity matching framework for retrieval of biomedical images Proceedings of the international conference on Multimedia information retrieval, (147-154)
- Borth D, Ulges A and Breuel T Relevance filtering meets active learning Proceedings of the international conference on Multimedia information retrieval, (25-34)
- Jambor T and Wang J Goal-driven collaborative filtering – a directional error based approach Proceedings of the 32nd European conference on Advances in Information Retrieval, (407-419)
- Kang S, Trinh H, Kim D and Jo K Entrance detection of buildings using multiple cues Proceedings of the Second international conference on Intelligent information and database systems: Part I, (251-260)
- Bicego M, Lovato P, Oliboni B and Perina A Expression microarray classification using topic models Proceedings of the 2010 ACM Symposium on Applied Computing, (1516-1520)
- Zeng Y, Xu H, Cheng X and Bai S Introducing global scaling parameters into Ncut Proceedings of the 2010 ACM Symposium on Applied Computing, (1105-1106)
- Costa G, Fassetti F, Guarascio M, Manco G and Ortale R Mining models of exceptional objects through rule learning Proceedings of the 2010 ACM Symposium on Applied Computing, (1078-1082)
- Sami A, Yadegari B, Rahimi H, Peiravian N, Hashemi S and Hamze A Malware detection based on mining API calls Proceedings of the 2010 ACM Symposium on Applied Computing, (1020-1025)
- Faria A, Menotti D, Lara D, Pappa G and Araújo A A new methodology for photometric validation in vehicles visual interactive systems Proceedings of the 2010 ACM Symposium on Applied Computing, (948-953)
- Nakayama M and Hayashi Y Estimation of viewer's response for contextual understanding of tasks using features of eye-movements Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications, (53-56)
- Tan R, Xing G, Liu X, Yao J and Yuan Z Adaptive calibration for fusion-based wireless sensor networks Proceedings of the 29th conference on Information communications, (2124-2132)
- Yang Y, Liu Y, Zhang Q and Ni L Cooperative boundary detection for spectrum sensing using dedicated wireless sensor networks Proceedings of the 29th conference on Information communications, (1298-1306)
- Hossmann T, Spyropoulos T and Legendre F Know thy neighbor Proceedings of the 29th conference on Information communications, (866-874)
- Liu J and Tian W A novel fault diagnosis model research for electronic circuit Proceedings of the 2nd international Asia conference on Informatics in control, automation and robotics - Volume 2, (5-8)
- Dmochowski J, Sajda P and Parra L (2010). Maximum Likelihood in Cost-Sensitive Learning: Model Specification, Approximations, and Upper Bounds, The Journal of Machine Learning Research, 11, (3313-3332), Online publication date: 1-Mar-2010.
- Zhang Z, Dai G, Xu C and Jordan M (2010). Regularized Discriminant Analysis, Ridge Regression and Beyond, The Journal of Machine Learning Research, 11, (2199-2228), Online publication date: 1-Mar-2010.
- Yu G, Feng Y, Miller D, Xuan J, Hoffman E, Clarke R, Davidson B, Shih I and Wang Y (2010). Matched Gene Selection and Committee Classifier for Molecular Classification of Heterogeneous Diseases, The Journal of Machine Learning Research, 11, (2141-2167), Online publication date: 1-Mar-2010.
- Cawley G and Talbot N (2010). On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation, The Journal of Machine Learning Research, 11, (2079-2107), Online publication date: 1-Mar-2010.
- Forero P, Cano A and Giannakis G (2010). Consensus-Based Distributed Support Vector Machines, The Journal of Machine Learning Research, 11, (1663-1707), Online publication date: 1-Mar-2010.
- Rodriguez-Lujan I, Huerta R, Elkan C and Cruz C (2010). Quadratic Programming Feature Selection, The Journal of Machine Learning Research, 11, (1491-1516), Online publication date: 1-Mar-2010.
- Donmez P, Lebanon G and Balasubramanian K (2010). Unsupervised Supervised Learning I: Estimating Classification and Regression Errors without Labels, The Journal of Machine Learning Research, 11, (1323-1351), Online publication date: 1-Mar-2010.
- Shivaswamy P and Jebara T (2010). Maximum Relative Margin and Data-Dependent Regularization, The Journal of Machine Learning Research, 11, (747-788), Online publication date: 1-Mar-2010.
- Aliferis C, Statnikov A, Tsamardinos I, Mani S and Koutsoukos X (2010). Local Causal and Markov Blanket Induction for Causal Discovery and Feature Selection for Classification Part I: Algorithms and Empirical Evaluation, The Journal of Machine Learning Research, 11, (171-234), Online publication date: 1-Mar-2010.
- Ding Y and Simonoff J (2010). An Investigation of Missing Data Methods for Classification Trees Applied to Binary Response Data, The Journal of Machine Learning Research, 11, (131-170), Online publication date: 1-Mar-2010.
- Vu T and Braga-Neto U (2010). Small-sample error estimation for bagged classification rules, EURASIP Journal on Advances in Signal Processing, 2010, (1-12), Online publication date: 1-Mar-2010.
- Wu J and Trivedi M (2010). An eye localization, tracking and blink pattern recognition system, ACM Transactions on Multimedia Computing, Communications, and Applications, 6:2, (1-23), Online publication date: 1-Mar-2010.
- Ramaswamy S, Nayak J and Rose K (2010). Fusion coding of correlated sources for storage and selective retrieval, IEEE Transactions on Signal Processing, 58:3, (1722-1731), Online publication date: 1-Mar-2010.
- Ning H, Xu W, Zhou Y, Gong Y and Huang T (2010). A general framework to detect unsafe system states from multisensor data stream, IEEE Transactions on Intelligent Transportation Systems, 11:1, (4-15), Online publication date: 1-Mar-2010.
- Ghasemzadeh H, Loseu V and Jafari R (2010). Structural action recognition in body sensor networks, IEEE Transactions on Information Technology in Biomedicine, 14:2, (425-435), Online publication date: 1-Mar-2010.
- Setz C, Arnrich B, Schumm J, La Marca R, Tröster G and Ehlert U (2010). Discriminating stress from cognitive load using a wearable EDA device, IEEE Transactions on Information Technology in Biomedicine, 14:2, (410-417), Online publication date: 1-Mar-2010.
- Ghasemzadeh H, Jafari R and Prabhakaran B (2010). A body sensor network with electromyogram and inertial sensors, IEEE Transactions on Information Technology in Biomedicine, 14:2, (198-206), Online publication date: 1-Mar-2010.
- Mu T, Pataky T, Findlow A, Aung M and Goulermas J (2010). Automated nonlinear feature generation and classification of foot pressure lesions, IEEE Transactions on Information Technology in Biomedicine, 14:2, (418-424), Online publication date: 1-Mar-2010.
- Adami A, Pavel M, Hayes T and Singer C (2010). Detection of movement in bed using unobtrusive load cell sensors, IEEE Transactions on Information Technology in Biomedicine, 14:2, (481-490), Online publication date: 1-Mar-2010.
- Kim D, Yun I and Lee S (2010). Attributed relational graph matching based on the nested assignment structure, Pattern Recognition, 43:3, (914-928), Online publication date: 1-Mar-2010.
- Leung K and Leung C (2010). Recognition of handwritten Chinese characters by critical region analysis, Pattern Recognition, 43:3, (949-961), Online publication date: 1-Mar-2010.
- Ris M, Barrera J and Martins D (2010). U-curve, Pattern Recognition, 43:3, (557-568), Online publication date: 1-Mar-2010.
- Arevalillo-Herráez M, Ferri F and Domingo J (2010). A naive relevance feedback model for content-based image retrieval using multiple similarity measures, Pattern Recognition, 43:3, (619-629), Online publication date: 1-Mar-2010.
- Schneider P, Biehl M and Hammer B (2010). Hyperparameter learning in probabilistic prototype-based models, Neurocomputing, 73:7-9, (1117-1124), Online publication date: 1-Mar-2010.
- Chen Y and Cheng C (2010). A Delphi-based rough sets fusion model for extracting payment rules of vehicle license tax in the government sector, Expert Systems with Applications: An International Journal, 37:3, (2161-2174), Online publication date: 1-Mar-2010.
- Chang J, Lai C, Huang Y and Chao H (2010). 3PRS, Multimedia Tools and Applications, 47:1, (31-48), Online publication date: 1-Mar-2010.
- Wu J, Xiong H and Chen J (2010). COG, Data Mining and Knowledge Discovery, 20:2, (191-220), Online publication date: 1-Mar-2010.
- Goldman S Computational learning theory Algorithms and theory of computation handbook, (26-26)
- Ponulak F and Kasiński A (2010). Supervised learning in spiking neural networks with resume, Neural Computation, 22:2, (467-510), Online publication date: 1-Feb-2010.
- Venugopalan S and Savvides M (2010). Unconstrained iris acquisition and recognition using COTS PTZ camera, EURASIP Journal on Advances in Signal Processing, 2010, (1-20), Online publication date: 1-Feb-2010.
- Lin C, Hsu F and Lin W (2010). Recognizing human actions using NWFE-based histogram vectors, EURASIP Journal on Advances in Signal Processing, 2010, (1-10), Online publication date: 1-Feb-2010.
- Cristani M, Farenzena M, Bloisi D and Murino V (2010). Background subtraction for automated multisensor surveillance, EURASIP Journal on Advances in Signal Processing, 2010, (1-24), Online publication date: 1-Feb-2010.
- Salazar A and Vergara L (2010). ICA mixtures applied to ultrasonic nondestructive classification of archaeological ceramics, EURASIP Journal on Advances in Signal Processing, 2010, (1-11), Online publication date: 1-Feb-2010.
- Reddy S, Mun M, Burke J, Estrin D, Hansen M and Srivastava M (2010). Using mobile phones to determine transportation modes, ACM Transactions on Sensor Networks, 6:2, (1-27), Online publication date: 1-Feb-2010.
- Sastry P, Nagendra G and Manwani N (2010). A team of continuous-action learning automata for noise-tolerant learning of half-spaces, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 40:1, (19-28), Online publication date: 1-Feb-2010.
- Zhang T, Huang K, Li X, Yang J and Tao D (2010). Discriminative orthogonal neighborhood-preserving projections for classification, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 40:1, (253-263), Online publication date: 1-Feb-2010.
- Zhang T, Fang B, Tang Y, Shang Z and Xu B (2010). Generalized discriminant analysis, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 40:1, (186-197), Online publication date: 1-Feb-2010.
- Hu Q, Pedrycz W, Yu D and Lang J (2010). Selecting discrete and continuous features based on neighborhood decision error minimization, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 40:1, (137-150), Online publication date: 1-Feb-2010.
- Sun J, Zheng C, Li X and Zhou Y (2010). Analysis of the distance between two classes for tuning SVM hyperparameters, IEEE Transactions on Neural Networks, 21:2, (305-318), Online publication date: 1-Feb-2010.
- Lee S and Bien Z (2010). Representation of a fisher criterion function in a kernel feature space, IEEE Transactions on Neural Networks, 21:2, (333-339), Online publication date: 1-Feb-2010.
- Washizawa Y (2010). Feature extraction using constrained approximation and suppression, IEEE Transactions on Neural Networks, 21:2, (201-210), Online publication date: 1-Feb-2010.
- Cai W, Chen S and Zhang D (2010). A multiobjective simultaneous learning framework for clustering and classification, IEEE Transactions on Neural Networks, 21:2, (185-200), Online publication date: 1-Feb-2010.
- Vural C and Yildiz M (2010). Determination of Sleep Stage Separation Ability of Features Extracted from EEG Signals Using Principle Component Analysis, Journal of Medical Systems, 34:1, (83-89), Online publication date: 1-Feb-2010.
- Ratiu I, Khashman A, Carstea C, David N and Patrascu L Multiple signal classification (MUSIC 2D) technique and self-organizing neural network applied in target radiolocation recognition Proceedings of the 4th WSEAS international conference on Computer engineering and applications, (85-89)
- Gomolińska A Satisfiability judgement under incomplete information Transactions on Rough Sets XI, (66-91)
- Ramanna S Perceptually near pawlak partitions Transactions on rough sets XII, (170-191)
- Sannen D, Lughofer E and Van Brussel H (2010). Towards incremental classifier fusion, Intelligent Data Analysis, 14:1, (3-30), Online publication date: 1-Jan-2010.
- Borghgraef A, Barnich O, Lapierre F, Van Droogenbroeck M, Philips W and Acheroy M (2010). An evaluation of pixel-based methods for the detection of floating objects on the sea surface, EURASIP Journal on Advances in Signal Processing, 2010, (1-7), Online publication date: 1-Jan-2010.
- Browne F, Zheng H, Wang H and Azuaje F (2010). From experimental approaches to computational techniques, Advances in Artificial Intelligence, 2010, (5-5), Online publication date: 1-Jan-2010.
- Battiato S, Farinella G, Guarnera M, Messina G and Ravì D (2010). Red-eyes removal through cluster-based boosting on gray codes, Journal on Image and Video Processing, 2010, (1-11), Online publication date: 1-Jan-2010.
- Chaabane S, Sayadi M, Fnaiech F and Brassart E (2010). Colour image segmentation using homogeneity method and data fusion techniques, EURASIP Journal on Advances in Signal Processing, 2010, (1-11), Online publication date: 1-Jan-2010.
- Blei D, Griffiths T and Jordan M (2010). The nested chinese restaurant process and bayesian nonparametric inference of topic hierarchies, Journal of the ACM, 57:2, (1-30), Online publication date: 1-Jan-2010.
- Kumar A, Sabharwal Y and Sen S (2010). Linear-time approximation schemes for clustering problems in any dimensions, Journal of the ACM, 57:2, (1-32), Online publication date: 1-Jan-2010.
- Arberet S, Gribonval R and Bimbot F (2010). A robust method to count and locate audio sources in a multichannel underdetermined mixture, IEEE Transactions on Signal Processing, 58:1, (121-133), Online publication date: 1-Jan-2010.
- Gupta L, Kota S, Murali S, Molfese D and Vaidyanathan R (2010). A feature ranking strategy to facilitate multivariate signal classification, IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 40:1, (98-108), Online publication date: 1-Jan-2010.
- Kwitt R and Uhl A (2010). Lightweight probabilistic texture retrieval, IEEE Transactions on Image Processing, 19:1, (241-253), Online publication date: 1-Jan-2010.
- Kybic J (2010). Bootstrap resampling for image registration uncertainty estimation without ground truth, IEEE Transactions on Image Processing, 19:1, (64-73), Online publication date: 1-Jan-2010.
- Leung Y and Hung Y (2010). A Multiple-Filter-Multiple-Wrapper Approach to Gene Selection and Microarray Data Classification, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 7:1, (108-117), Online publication date: 1-Jan-2010.
- Salazar A, Vergara L, Serrano A and Igual J (2010). A general procedure for learning mixtures of independent component analyzers, Pattern Recognition, 43:1, (69-85), Online publication date: 1-Jan-2010.
- Pavani S, Delgado D and Frangi A (2010). Haar-like features with optimally weighted rectangles for rapid object detection, Pattern Recognition, 43:1, (160-172), Online publication date: 1-Jan-2010.
- Qiao L, Chen S and Tan X (2010). Sparsity preserving projections with applications to face recognition, Pattern Recognition, 43:1, (331-341), Online publication date: 1-Jan-2010.
- Damaševičius R (2010). Structural analysis of regulatory DNA sequences using grammar inference and Support Vector Machine, Neurocomputing, 73:4-6, (633-638), Online publication date: 1-Jan-2010.
- Chen C, Zhang L, Bu J, Wang C and Chen W (2010). Constrained Laplacian Eigenmap for dimensionality reduction, Neurocomputing, 73:4-6, (951-958), Online publication date: 1-Jan-2010.
- González-Navarro F, Belanche-Muñoz L, Romero E, Vellido A, Julií-Sapé M and Arús C (2010). Feature and model selection with discriminatory visualization for diagnostic classification of brain tumors, Neurocomputing, 73:4-6, (622-632), Online publication date: 1-Jan-2010.
- Geng X, Hu G and Tian X (2010). Neural spike sorting using mathematical morphology, multiwavelets transform and hierarchical clustering, Neurocomputing, 73:4-6, (707-715), Online publication date: 1-Jan-2010.
- Khaledi M, Hemmatyar A, Rabiee H, Mousavi S and Khaledi M Mobility analyzer Proceedings of the 3rd international conference on New technologies, mobility and security, (127-131)
- Zhang J and Zhao M A vision-based gesture recognition system for human-robot interaction Proceedings of the 2009 international conference on Robotics and biomimetics, (2096-2101)
- Saegusa R, Metta G and Sandini G Robot hand discovery based on visuomotor coherence Proceedings of the 2009 international conference on Robotics and biomimetics, (1732-1737)
- Hanif M and Prevost L On the detection of textual information in metro stations Proceedings of the 7th International Conference on Frontiers of Information Technology, (1-6)
- Sahu V, Mishra H and Chandra Sekhar C Variational Bayes Adapted GMM Based Models for Audio Clip Classification Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence, (513-518)
- Rajput G and Agrawal R Evaluation of Feature Selection Measures for Steganalysis Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence, (432-439)
- Jayadeva , Shah S and Chandra S Kernel Optimization Using a Generalized Eigenvalue Approach Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence, (32-37)
- Fdhal N, Kyan M, Androutsos D and Sharma A Color Space Transformation from RGB to CIELAB Using Neural Networks Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing, (1011-1017)
- Lu C, An S, Liu W and Liu X An Innovative Weighted 2DLDA Approach for Face Recognition Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing, (110-118)
- Choensawat W, Choi W and Hachimura K A Quick Filtering for Similarity Queries in Motion Capture Databases Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing, (404-415)
- Kung S Kernel Approaches to Unsupervised and Supervised Machine Learning Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing, (1-32)
- Baek S, Kim B and Lee K 3D face model reconstruction from single 2D frontal image Proceedings of the 8th International Conference on Virtual Reality Continuum and its Applications in Industry, (95-101)
- Pourmohammad A and Ahadi S Using single-layer neural network for recognition of isolated handwritten Persian digits Proceedings of the 7th international conference on Information, communications and signal processing, (6-9)
- Manthey B and Röglin H Worst-Case and Smoothed Analysis of k-Means Clustering with Bregman Divergences Proceedings of the 20th International Symposium on Algorithms and Computation, (1024-1033)
- Halder A, Ghosh A and Ghosh S (2009). Aggregation Pheromone Density Based Pattern Classification, Fundamenta Informaticae, 92:4, (345-362), Online publication date: 1-Dec-2009.
- Smirnov E, Nalbantov G and Kaptein A (2009). Meta-conformity approach to reliable classification, Intelligent Data Analysis, 13:6, (901-915), Online publication date: 1-Dec-2009.
- Kuncheva L and Žliobaitė I (2009). On the window size for classification in changing environments, Intelligent Data Analysis, 13:6, (861-872), Online publication date: 1-Dec-2009.
- Gunawardana A and Shani G (2009). A Survey of Accuracy Evaluation Metrics of Recommendation Tasks, The Journal of Machine Learning Research, 10, (2935-2962), Online publication date: 1-Dec-2009.
- Syed Z, Indyk P and Guttag J (2009). Learning Approximate Sequential Patterns for Classification, The Journal of Machine Learning Research, 10, (1913-1936), Online publication date: 1-Dec-2009.
- Rajasegarar S, Bezdek J, Leckie C and Palaniswami M (2010). Elliptical anomalies in wireless sensor networks, ACM Transactions on Sensor Networks, 6:1, (1-28), Online publication date: 1-Dec-2009.
- Bors A and Nasios N (2009). Kernel bandwidth estimation for nonparametric modeling, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 39:6, (1543-1555), Online publication date: 1-Dec-2009.
- Riesen K and Bunke H (2009). Graph classification by means of Lipschitz embedding, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 39:6, (1472-1483), Online publication date: 1-Dec-2009.
- Nowicki R (2009). Rough neuro-fuzzy structures for classification with missing data, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 39:6, (1334-1347), Online publication date: 1-Dec-2009.
- Tang J, Qi G, Wang M and Hua X (2009). Video semantic analysis based on structure-sensitive anisotropic manifold ranking, Signal Processing, 89:12, (2313-2323), Online publication date: 1-Dec-2009.
- Cavalin P, Sabourin R, Suen C and Britto Jr. A (2009). Evaluation of incremental learning algorithms for HMM in the recognition of alphanumeric characters, Pattern Recognition, 42:12, (3241-3253), Online publication date: 1-Dec-2009.
- Liu H, Liu L and Zhang H (2009). Boosting feature selection using information metric for classification, Neurocomputing, 73:1-3, (295-303), Online publication date: 1-Dec-2009.
- Fang B, Cheng M, Tang Y and He G (2009). Letters, Neurocomputing, 73:1-3, (536-541), Online publication date: 1-Dec-2009.
- Nasihatkon B, Boostani R and Jahromi M (2009). An efficient hybrid linear and kernel CSP approach for EEG feature extraction, Neurocomputing, 73:1-3, (432-437), Online publication date: 1-Dec-2009.
- Heo H, Park H, Kim N and Lee J (2009). Prediction of credit delinquents using locally transductive multi-layer perceptron, Neurocomputing, 73:1-3, (169-175), Online publication date: 1-Dec-2009.
- Karabatak M and Ince M (2009). A new feature selection method based on association rules for diagnosis of erythemato-squamous diseases, Expert Systems with Applications: An International Journal, 36:10, (12500-12505), Online publication date: 1-Dec-2009.
- Han S, Shin D, Jung J and Park J (2009). Exploring the Relationship between Keywords and Feed Elements in Blog Post Search, World Wide Web, 12:4, (381-398), Online publication date: 1-Dec-2009.
- Kim B, Kim H and Bahk S NSF Proceedings of the 28th IEEE conference on Global telecommunications, (2996-3001)
- Genç S and Atalay V Which Shape Representation Is the Best for Real-Time Hand Interface System? Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I, (1-11)
- Maeno Y, Nitta K and Ohsawa Y Reflective visualization of the agreement quality in mediation Proceedings of the 2009 international conference on New frontiers in artificial intelligence, (33-44)
- Maeno Y, Nitta K and Ohsawa Y Reflective Visualization of the Agreement Quality in Mediation New Frontiers in Artificial Intelligence, (33-44)
- Mendoza C, Serrano C and Acha B Scale invariant descriptors in pattern analysis of melanocytic lesions Proceedings of the 16th IEEE international conference on Image processing, (4141-4144)
- Nayak R, Kumar P and Galigekere R Towards a comprehensive assessment of wound-composition using color-image processing Proceedings of the 16th IEEE international conference on Image processing, (4133-4136)
- Naseem A, Togneri B and Bennamoun C Face identification using linear regression Proceedings of the 16th IEEE international conference on Image processing, (4109-4112)
- Chen W, Huang K, Tan T and Tao D A convergent solution to two dimensional linear discriminant analysis Proceedings of the 16th IEEE international conference on Image processing, (4081-4084)
- Sen D and Pal S Feature space based image segmentation via density modification Proceedings of the 16th IEEE international conference on Image processing, (3965-3968)
- Vatis Y, Lu L and Jagmohan A Inter mode selection for H.264/AVC using time-efficient learning-theoretic algorithms Proceedings of the 16th IEEE international conference on Image processing, (3377-3380)
- Huang W and Yin H Linear and nonlinear dimensionality reduction for face recognition Proceedings of the 16th IEEE international conference on Image processing, (3301-3304)
- Yang J, Gu Z and Yang J An geometrically intuitive marginal discriminant analysis method with application to face recognition Proceedings of the 16th IEEE international conference on Image processing, (3261-3264)
- Alolfe M, Mohamed W, Youssef A, Mohamed A and Kaddah Y Computer aided diagnosis in digital mammography using combined support vector machine and linear discriminant analyasis classification Proceedings of the 16th IEEE international conference on Image processing, (2581-2584)
- Zhao F, Lin F and Seah H Bagging based plankton image classification Proceedings of the 16th IEEE international conference on Image processing, (2057-2060)
- Zhang J and Ye L Image retrieval based on bag of images Proceedings of the 16th IEEE international conference on Image processing, (1845-1848)
- Ali A, Farag A and Farag A Labelling color images by modelling the colors density using a linear combination of Gaussians and EM algorithm Proceedings of the 16th IEEE international conference on Image processing, (1625-1628)
- Gao S and Lim J Selecting representative and distinctive descriptors for efficient landmark recognition Proceedings of the 16th IEEE international conference on Image processing, (1409-1412)
- Yan H, Yang W, Yang J and Yang J Discriminant feature extraction based on center distance Proceedings of the 16th IEEE international conference on Image processing, (1241-1244)
- Sankaranarayanan J, Samet H, Teitler B, Lieberman M and Sperling J TwitterStand Proceedings of the 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, (42-51)
- Xin X, King I, Deng H and Lyu M A social recommendation framework based on multi-scale continuous conditional random fields Proceedings of the 18th ACM conference on Information and knowledge management, (1247-1256)
- Chen Y, Pavlov D, Berkhin P, Seetharaman A and Meltzer A Practical lessons of data mining at Yahoo! Proceedings of the 18th ACM conference on Information and knowledge management, (1047-1056)
- de Melo G and Weikum G Towards a universal wordnet by learning from combined evidence Proceedings of the 18th ACM conference on Information and knowledge management, (513-522)
- Chakraborty D, Kovvali N, Zhang J, Papandreou-Suppappola A and Chattopadhyay A Adaptive learning for damage classification in structural health monitoring Proceedings of the 43rd Asilomar conference on Signals, systems and computers, (1678-1682)
- Yang Z, Tang W, Shintemirov A and Wu Q (2009). Association rule mining-based dissolved gas analysis for fault diagnosis of power transformers, IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 39:6, (597-610), Online publication date: 1-Nov-2009.
- Oza N, Castle J and Stutz J (2009). Classification of aeronautics system health and safety documents, IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 39:6, (670-680), Online publication date: 1-Nov-2009.
- Ruan S, Zhou Y, Yu F, Pattipati K, Willett P and Patterson-Hine A (2009). Dynamic multiple-fault diagnosis with imperfect tests, IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, 39:6, (1224-1236), Online publication date: 1-Nov-2009.
- Farrugia R and Debono C (2009). A support vector machine approach for detection and localization of transmission errors within standard H.263++ decoders, IEEE Transactions on Multimedia, 11:7, (1323-1330), Online publication date: 1-Nov-2009.
- Lu Y and Tian Q (2009). Discriminant subspace analysis, IEEE Transactions on Multimedia, 11:7, (1289-1300), Online publication date: 1-Nov-2009.
- Zhang Y, Xu C, Lu H and Huang Y (2009). Character identification in feature-length films using global face-name matching, IEEE Transactions on Multimedia, 11:7, (1276-1288), Online publication date: 1-Nov-2009.
- Guenterberg E, Yang A, Ghasemzadeh H, Jafari R, Bajcsy R and Sastry S (2009). A method for extracting temporal parameters based on hidden Markov models in body sensor networks with inertial sensors, IEEE Transactions on Information Technology in Biomedicine, 13:6, (1019-1030), Online publication date: 1-Nov-2009.
- Dekel O, Shalev-Shwartz S and Singer Y (2009). Individual sequence prediction using memory-efficient context trees, IEEE Transactions on Information Theory, 55:11, (5251-5262), Online publication date: 1-Nov-2009.
- Coyle D (2009). Neural network based auto association and time-series prediction for biosignal processing in brain-computer interfaces, IEEE Computational Intelligence Magazine, 4:4, (47-59), Online publication date: 1-Nov-2009.
- Fuchs E, Gruber T, Nitschke J and Sick B (2009). On-line motif detection in time series with SwiftMotif, Pattern Recognition, 42:11, (3015-3031), Online publication date: 1-Nov-2009.
- Atiya A and Al-Ani A (2009). A penalized likelihood based pattern classification algorithm, Pattern Recognition, 42:11, (2684-2694), Online publication date: 1-Nov-2009.
- Kang P and Cho S (2009). A hybrid novelty score and its use in keystroke dynamics-based user authentication, Pattern Recognition, 42:11, (3115-3127), Online publication date: 1-Nov-2009.
- Bicego M, Pekalska E, Tax D and Duin R (2009). Component-based discriminative classification for hidden Markov models, Pattern Recognition, 42:11, (2637-2648), Online publication date: 1-Nov-2009.
- Durak N, Nasraoui O and Schmelz J (2009). Coronal loop detection from solar images, Pattern Recognition, 42:11, (2481-2491), Online publication date: 1-Nov-2009.
- Peleg D and Meir R (2009). A sparsity driven kernel machine based on minimizing a generalization error bound, Pattern Recognition, 42:11, (2607-2614), Online publication date: 1-Nov-2009.
- Martis R, Chakraborty C and Ray A (2009). A two-stage mechanism for registration and classification of ECG using Gaussian mixture model, Pattern Recognition, 42:11, (2979-2988), Online publication date: 1-Nov-2009.
- Xiao B, Hancock E and Wilson R (2009). Graph characteristics from the heat kernel trace, Pattern Recognition, 42:11, (2589-2606), Online publication date: 1-Nov-2009.
- Marcialis G, Roli F and Didaci L (2009). Personal identity verification by serial fusion of fingerprint and face matchers, Pattern Recognition, 42:11, (2807-2817), Online publication date: 1-Nov-2009.
- Omid M, Mahmoudi A and Omid M (2009). An intelligent system for sorting pistachio nut varieties, Expert Systems with Applications: An International Journal, 36:9, (11528-11535), Online publication date: 1-Nov-2009.
- Yadav N, Gupta Y, Kumar M and Sanyal R Semantic document classification and keyword spotting in digital repositories Proceedings of the International Conference on Management of Emergent Digital EcoSystems, (157-161)
- Zhang L, Song M, Li N, Bu J and Chen C Feature selection for fast speech emotion recognition Proceedings of the 17th ACM international conference on Multimedia, (753-756)
- Tang J, Yan S, Hong R, Qi G and Chua T Inferring semantic concepts from community-contributed images and noisy tags Proceedings of the 17th ACM international conference on Multimedia, (223-232)
- Li F, Tong W, Jin R, Jain A and Lee J An efficient key point quantization algorithm for large scale image retrieval Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining, (89-96)
- Hörster E, Slaney M, Ranzato M and Weinberger K Unsupervised image ranking Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining, (81-88)
- Guzaitis J, Verikas A, Gelzinis A and Bacauskiene M A Framework for Designing a Fuzzy Rule-Based Classifier Algorithmic Decision Theory, (434-445)
- Ozonat K Generation of Specifications Forms through Statistical Learning for a Universal Services Marketplace Proceedings of the 10th International Conference on Web Information Systems Engineering, (429-442)
- Maeno Y, Nitta K and Ohsawa Y Reflective visualization of dispute resolution Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics, (1698-1703)
- Sun T, Lan L, Liu C and Huo C Mixing matrix identification for underdetermined blind signal separation Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics, (1621-1626)
- Li Z, Imai J and Kaneko M Facial-component-based bag of words and PHOG descriptor for facial expression recognition Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics, (1353-1358)
- Athavale Y, Hosseinizadeh P, Krishnan S and Guergachi A Identifying the potential for failure of businesses in the technology, pharmaceutical and banking sectors using kernel-based machine learning methods Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics, (1073-1077)
- Hayashi H and Zhao Q Induction of compact neural network trees through centroid based dimensionality reduction Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics, (948-953)
- Ng W, Wang J and Yeung D IPCM separability ratio for supervised feature selection Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics, (211-215)
- Tipaldi G and Ramos F Motion clustering and estimation with conditional random fields Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems, (872-877)
- Nicosevici T and Garcia R On-line visual vocabularies for robot navigation and mapping Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems, (205-212)
- Thurrowgood S, Soccol D, Moore R, Bland D and Srinivasan M A vision based system for attitude estimation of UAVs Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems, (5725-5730)
- Kota S, Mace M, Gupta L and Vaidyanathan R A DCT-Gaussian classification scheme for human-robot interface Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems, (5503-5508)
- Fehr D, Fiore L and Papanikolopoulos N Issues and solutions in surveillance camera placement Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems, (3780-3785)
- Jo M, Youn H and Chen H (2009). Intelligent RFID tag detection using support vector machine, IEEE Transactions on Wireless Communications, 8:10, (5050-5059), Online publication date: 1-Oct-2009.
- Mu T and Nandi A (2009). Multiclass classification based on extended support vector data description, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 39:5, (1206-1216), Online publication date: 1-Oct-2009.
- Mazhar R, Gader P and Wilson J (2009). Matching-pursuits dissimilarity measure for shape-based comparison and classification of high-dimensional data, IEEE Transactions on Fuzzy Systems, 17:5, (1175-1188), Online publication date: 1-Oct-2009.
- Orriols-Puig A, Bernadó-Mansilla E, Goldberg D, Sastry K and Lanzi P (2009). Facetwise analysis of XCS for problems with class imbalances, IEEE Transactions on Evolutionary Computation, 13:5, (1093-1119), Online publication date: 1-Oct-2009.
- Gonzalez A, Azuaje F, Ramirez J, da Silveira J and Dorronsoro J (2009). Machine Learning Techniques for the Automated Classification of Adhesin-Like Proteins in the Human Protozoan Parasite Trypanosoma cruzi, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 6:4, (695-702), Online publication date: 1-Oct-2009.
- Wang C, Zhao J, He X, Chen C and Bu J (2009). Image retrieval using nonlinear manifold embedding, Neurocomputing, 72:16-18, (3922-3929), Online publication date: 1-Oct-2009.
- Gómez-Verdejo V, Verleysen M and Fleury J (2009). Information-theoretic feature selection for functional data classification, Neurocomputing, 72:16-18, (3580-3589), Online publication date: 1-Oct-2009.
- García-Sebastián M, Isabel González A and Graña M (2009). An adaptive field rule for non-parametric MRI intensity inhomogeneity estimation algorithm, Neurocomputing, 72:16-18, (3556-3569), Online publication date: 1-Oct-2009.
- Atkinson J, Ferreira A and Aravena E (2009). Discovering implicit intention-level knowledge from natural-language texts, Knowledge-Based Systems, 22:7, (502-508), Online publication date: 1-Oct-2009.
- Chung H and Han C (2009). Conditional confidence intervals for classification error rate, Computational Statistics & Data Analysis, 53:12, (4358-4369), Online publication date: 1-Oct-2009.
- Sun D and Zhang D (2009). A new discriminant principal component analysis method with partial supervision, Neural Processing Letters, 30:2, (103-112), Online publication date: 1-Oct-2009.
- Kim Y, Jeong S, Kim D and López T (2009). An efficient scheme of target classification and information fusion in wireless sensor networks, Personal and Ubiquitous Computing, 13:7, (499-508), Online publication date: 1-Oct-2009.
- Zeng Y, Xu H, Guo J, Wang Y and Bai S A Clustering Framework Based on Adaptive Space Mapping and Rescaling Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology, (363-374)
- Zheng Y, Liu Z, Teng S and Sun M Efficient Text Classification Using Term Projection Proceedings of the 5th Asia Information Retrieval Symposium on Information Retrieval Technology, (230-241)
- Buhan I, Breebaart J, Guajardo J, de Groot K, Kelkboom E and Akkermans T A quantitative analysis of indistinguishability for a continuous domain biometric cryptosystem Proceedings of the 4th international workshop, and Second international conference on Data Privacy Management and Autonomous Spontaneous Security, (78-92)
- Lairenjam B and Wasan S Neural network with classification based on multiple association rule for classifying mammographic data Proceedings of the 10th international conference on Intelligent data engineering and automated learning, (465-476)
- Khalidji M, Moeinzadeh H, Akbari A and Raahemi B LDA pre-processing for classification Proceedings of the 10th international conference on Intelligent data engineering and automated learning, (457-464)
- Huang W and Yin H Nonlinear dimensionality reduction for face recognition Proceedings of the 10th international conference on Intelligent data engineering and automated learning, (424-432)
- Wolf L, Hassner T and Taigman Y Similarity scores based on background samples Proceedings of the 9th Asian conference on Computer Vision - Volume Part II, (88-97)
- Şen Köktaş N and Duin R Statistical analysis of gait data to assist clinical decision making Proceedings of the First MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support, (61-68)
- An L and Tao P Minimum sum-of-squares clustering by DC programming and DCA Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications, (327-340)
- Bruno E, Faessel N, Glotin H, Le Maitre J and Scholl M Indexing by permeability in block structured web pages Proceedings of the 9th ACM symposium on Document engineering, (70-73)
- Swaminathan A, Mathew C and Kirovski D Essential Pages Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 01, (173-182)
- Orii Y, Nozawa T and Kondo T User Study of Automatic Photo Classifier by Color and Timestamp Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03, (9-12)
- Kiran M, Kin L and Ali K Clustering techniques for human posture recognition Proceedings of the 9th WSEAS international conference on signal, speech and image processing, and 9th WSEAS international conference on Multimedia, internet & video technologies, (63-67)
- Lampert T, Pears N and O'Keefe S A Multi-scale Piecewise-Linear Feature Detector for Spectrogram Tracks Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, (330-335)
- Tsin Y, Genc Y and Ramesh V Explicit 3D Modeling for Vehicle Monitoring in Non-overlapping Cameras Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, (110-115)
- Cilla R, Patricio M, Berlanga A and Molina J Creating Human Activity Recognition Systems Using Pareto-based Multiobjective Optimization Proceedings of the 2009 Sixth IEEE International Conference on Advanced Video and Signal Based Surveillance, (37-42)
- Lai D, Begg R and Palaniswami M (2009). Computational intelligence in gait research, IEEE Transactions on Information Technology in Biomedicine, 13:5, (687-702), Online publication date: 1-Sep-2009.
- Maglogiannis I and Doukas C (2009). Overview of advanced computer vision systems for skin lesions characterization, IEEE Transactions on Information Technology in Biomedicine, 13:5, (721-733), Online publication date: 1-Sep-2009.
- Ni K and Nguyen T (2009). An adaptable k-nearest neighbors algorithm for MMSE image interpolation, IEEE Transactions on Image Processing, 18:9, (1976-1987), Online publication date: 1-Sep-2009.
- Zheng W and Tang X (2009). Fast algorithm for updating the discriminant vectors of dual-space LDA, IEEE Transactions on Information Forensics and Security, 4:3, (418-427), Online publication date: 1-Sep-2009.
- Cancelli G and Barni M (2009). MPSteg-color, IEEE Transactions on Information Forensics and Security, 4:3, (346-358), Online publication date: 1-Sep-2009.
- Ouyang J, Patel N and Sethi I (2009). Induction of multiclass multifeature split decision trees from distributed data, Pattern Recognition, 42:9, (1786-1794), Online publication date: 1-Sep-2009.
- Fíbregas J and Faundez-Zanuy M (2009). On-line signature verification system with failure to enrol management, Pattern Recognition, 42:9, (2117-2126), Online publication date: 1-Sep-2009.
- Arzhaeva Y, Tax D and van Ginneken B (2009). Dissimilarity-based classification in the absence of local ground truth, Pattern Recognition, 42:9, (1768-1776), Online publication date: 1-Sep-2009.
- Tie Y and Guan L (2009). Automatic face detection in video sequences using local normalization and optimal adaptive correlation techniques, Pattern Recognition, 42:9, (1859-1868), Online publication date: 1-Sep-2009.
- Suresh Babu V and Viswanath P (2009). Rough-fuzzy weighted k-nearest leader classifier for large data sets, Pattern Recognition, 42:9, (1719-1731), Online publication date: 1-Sep-2009.
- Fíbregas J and Faundez-Zanuy M (2009). Biometric dispersion matcher versus LDA, Pattern Recognition, 42:9, (1816-1823), Online publication date: 1-Sep-2009.
- Nanni L and Lumini A (2009). Fusion of color spaces for ear authentication, Pattern Recognition, 42:9, (1906-1913), Online publication date: 1-Sep-2009.
- Zhu S, Takigawa I, Zeng J and Mamitsuka H (2009). Field independent probabilistic model for clustering multi-field documents, Information Processing and Management: an International Journal, 45:5, (555-570), Online publication date: 1-Sep-2009.
- Seo S, Kang J and Ho Ryu K (2009). Multivariable stream data classification using motifs and their temporal relations, Information Sciences: an International Journal, 179:20, (3489-3504), Online publication date: 1-Sep-2009.
- Nanni L and Lumini A (2009). A supervised method to discriminate between impostors and genuine in biometry, Expert Systems with Applications: An International Journal, 36:7, (10401-10407), Online publication date: 1-Sep-2009.
- Cruz-Ramírez N, Acosta-Mesa H, Carrillo-Calvet H and Barrientos-Martínez R (2009). Discovering interobserver variability in the cytodiagnosis of breast cancer using decision trees and Bayesian networks, Applied Soft Computing, 9:4, (1331-1342), Online publication date: 1-Sep-2009.
- Ros J, Laurent C and Jolion J (2009). A Bag of Strings Representation for Image Categorization, Journal of Mathematical Imaging and Vision, 35:1, (51-67), Online publication date: 1-Sep-2009.
- Batina L, Gierlichs B and Lemke-Rust K Differential Cluster Analysis Proceedings of the 11th International Workshop on Cryptographic Hardware and Embedded Systems, (112-127)
- Figueroa K and Paredes R Approximate Direct and Reverse Nearest Neighbor Queries, and the k-nearest Neighbor Graph Proceedings of the 2009 Second International Workshop on Similarity Search and Applications, (91-98)
- Marasco E and Sansone C Improving the Accuracy of a Score Fusion Approach Based on Likelihood Ratio in Multimodal Biometric Systems Proceedings of the 15th International Conference on Image Analysis and Processing, (509-518)
- Stork D Computer Analysis of Lighting in Realist Master Art Proceedings of the 15th International Conference on Image Analysis and Processing, (6-11)
- Woloszynski T and Kurzynski M On a New Measure of Classifier Competence Applied to the Design of Multiclassifier Systems Proceedings of the 15th International Conference on Image Analysis and Processing, (995-1004)
- Jeong K, Song J and Jeong H NMF features for speech emotion recognition Proceedings of the 2009 International Conference on Hybrid Information Technology, (368-374)
- Long F, Wang X and Cai Y Api hyperlinking via structural overlap Proceedings of the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering, (203-212)
- Gu M, Chen Z, Wang J and Feng J "Bag of codes" based automatic speaker identification Proceedings of the 3rd international conference on Anti-Counterfeiting, security, and identification in communication, (183-186)
- Cheu E, Ng S and Quek C A hypothalamic and piagetian fuzzy inference system Proceedings of the 18th international conference on Fuzzy Systems, (1-6)
- Han G, Yu Z, Anh V and Chan R Distinguishing coding from non-coding sequences in a prokaryote complete genome based on the global descriptor Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 5, (42-46)
- Wei L Mining regression-classes in fuzzy point data sets Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2, (562-566)
- Reisinger J and Paşca M Latent variable models of concept-attribute attachment Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 2 - Volume 2, (620-628)
- Agovic A, Banerjee A, Ganguly A and Protopopescu V (2009). Anomaly detection using manifold embedding and its applications in transportation corridors, Intelligent Data Analysis, 13:3, (435-455), Online publication date: 1-Aug-2009.
- Panda B, Herbach J, Basu S and Bayardo R (2009). PLANET, Proceedings of the VLDB Endowment, 2:2, (1426-1437), Online publication date: 1-Aug-2009.
- Kapadia M, Singh S, Allen B, Reinman G and Faloutsos P SteerBug Proceedings of the 2009 ACM SIGGRAPH/Eurographics Symposium on Computer Animation, (209-216)
- Yu S, Tan T, Huang K, Jia K and Wu X (2009). A study on gait-based gender classification, IEEE Transactions on Image Processing, 18:8, (1905-1910), Online publication date: 1-Aug-2009.
- Taber R (2009). Book review, IEEE Computational Intelligence Magazine, 4:3, (92-93), Online publication date: 1-Aug-2009.
- Barbero Jiménez Á, López Lázaro J and Dorronsoro J (2009). Finding optimal model parameters by deterministic and annealed focused grid search, Neurocomputing, 72:13-15, (2824-2832), Online publication date: 1-Aug-2009.
- Vécsei A, Fuhrmann T, Liedlgruber M, Brunauer L, Payer H and Uhl A (2009). Automated classification of duodenal imagery in celiac disease using evolved Fourier feature vectors, Computer Methods and Programs in Biomedicine, 95:2, (S68-S78), Online publication date: 1-Aug-2009.
- Yang C, Wang L and Feng J (2009). A Novel Margin Based Algorithm for Feature Extraction, New Generation Computing, 27:4, (285-305), Online publication date: 1-Aug-2009.
- Tao L, Yuan L and Sun J SkyFinder ACM SIGGRAPH 2009 papers, (1-5)
- Tao L, Yuan L and Sun J (2009). SkyFinder, ACM Transactions on Graphics, 28:3, (1-5), Online publication date: 27-Jul-2009.
- Peng W Equivalence between nonnegative tensor factorization and tensorial probabilistic latent semantic analysis Proceedings of the 32nd international ACM SIGIR conference on Research and development in information retrieval, (668-669)
- Orii Y, Nozawa T and Kondo T Intelligent Photo Management System Enhancing Browsing Experience Proceedings of the Symposium on Human Interface 2009 on Human Interface and the Management of Information. Information and Interaction. Part II: Held as part of HCI International 2009, (439-447)
- Anagnostopoulos T, Anagnostopoulos C, Hadjiefthymiades S, Kyriakakos M and Kalousis A Predicting the location of mobile users Proceedings of the 2009 international conference on Pervasive services, (65-72)
- Froehlich J, Neumann J and Oliver N Sensing and predicting the pulse of the city through shared bicycling Proceedings of the 21st International Joint Conference on Artificial Intelligence, (1420-1426)
- Zhu X and Jin R Multiple information sources cooperative learning Proceedings of the 21st International Joint Conference on Artificial Intelligence, (1369-1375)
- He X, Ji M and Bao H Graph embedding with constraints Proceedings of the 21st International Joint Conference on Artificial Intelligence, (1065-1070)
- Cai D, He X, Wang X, Bao H and Han J Locality preserving nonnegative matrix factorization Proceedings of the 21st International Joint Conference on Artificial Intelligence, (1010-1015)
- Goudelis G, Tefas A and Pitas I Using mutual information to indicate facial poses in video sequences Proceedings of the ACM International Conference on Image and Video Retrieval, (1-4)
- Moeinzadeh H, Mohammadi M, Akbari A and Nasersharif B Evolutionary-class independent LDA as a pre-process for improving classification Proceedings of the 11th Annual conference on Genetic and evolutionary computation, (1909-1910)
- da Fontoura Costa L Systems biology through complex networks, signal processing, image analysis, and artificial intelligence Proceedings of the 16th international conference on Digital Signal Processing, (1306-1313)
- Choe J, Lee K and Lee C No-reference video quality measurement using neural networks Proceedings of the 16th international conference on Digital Signal Processing, (1197-1200)
- Konnanath B, Kim H, Spanias A, Bakkaloglu B, Wang J, Mulchandani A and Myung N A real-time monitoring system for diesel and gasoline exhaust exposure Proceedings of the 16th international conference on Digital Signal Processing, (491-495)
- Paraskevas I, Potirakis S and Rangoussi M Natural soundscapes and identification of environmental sounds Proceedings of the 16th international conference on Digital Signal Processing, (473-478)
- Wu Y and Krishnan S Classification of knee-joint vibroarthrographic signals using time-domain and time-frequency domain features and least-squares support vector machine Proceedings of the 16th international conference on Digital Signal Processing, (361-366)
- Nassif H, Al-Ali H, Khuri S, Keirouz W and Page D An inductive logic programming approach to validate Hexose binding biochemical knowledge Proceedings of the 19th international conference on Inductive logic programming, (149-165)
- Chandola V, Banerjee A and Kumar V (2009). Anomaly detection, ACM Computing Surveys, 41:3, (1-58), Online publication date: 1-Jul-2009.
- Yang L, Chen W, Meer P, Salaru G, Goodell L, Berstis V and Foran D (2009). Virtual microscopy and grid-enabled decision support for large-scale analysis of imaged pathology specimens, IEEE Transactions on Information Technology in Biomedicine, 13:4, (636-644), Online publication date: 1-Jul-2009.
- Chevrefils C, Cheriet F, Aubin C and Grimard G (2009). Texture analysis for automatic segmentation of intervertebral disks of scoliotic spines from MR images, IEEE Transactions on Information Technology in Biomedicine, 13:4, (608-620), Online publication date: 1-Jul-2009.
- Shin S, Hashimoto T and Hatano S (2009). Automatic detection system for cough sounds as a symptom of abnormal health condition, IEEE Transactions on Information Technology in Biomedicine, 13:4, (486-493), Online publication date: 1-Jul-2009.
- Xiang S, Nie F, Zhang C and Zhang C (2009). Interactive natural image segmentation via spline regression, IEEE Transactions on Image Processing, 18:7, (1623-1632), Online publication date: 1-Jul-2009.
- Azim-Sadjadi M, Salazar J and Srinivasan S (2009). An adaptable image retrieval system with relevance feedback using kernel machines and selective sampling, IEEE Transactions on Image Processing, 18:7, (1645-1659), Online publication date: 1-Jul-2009.
- Kontorinis N, Andreopoulos Y and Van Der Schaar M (2009). Statistical framework for video decoding complexity modeling and prediction, IEEE Transactions on Circuits and Systems for Video Technology, 19:7, (1000-1013), Online publication date: 1-Jul-2009.
- Chang D, Zhang X and Zheng C (2009). A genetic algorithm with gene rearrangement for K-means clustering, Pattern Recognition, 42:7, (1210-1222), Online publication date: 1-Jul-2009.
- Jawahar C, Balasubramanian A, Meshesha M and Namboodiri A (2009). Retrieval of online handwriting by synthesis and matching, Pattern Recognition, 42:7, (1445-1457), Online publication date: 1-Jul-2009.
- Van Dijck G, Van Vaerenbergh J and Van Hulle M (2009). Posterior probability profiles for the automated assessment of the recovery of patients with stroke from activity of daily living tasks, Artificial Intelligence in Medicine, 46:3, (233-249), Online publication date: 1-Jul-2009.
- Halder A, Ghosh A and Ghosh S (2009). Aggregation Pheromone Density Based Pattern Classification, Fundamenta Informaticae, 92:4, (345-362), Online publication date: 30-Jun-2009.
- Zhang Z, Yang Y, Cai R, Papadias D and Tung A Kernel-based skyline cardinality estimation Proceedings of the 2009 ACM SIGMOD International Conference on Management of data, (509-522)
- Urbain J, Dubuisson T, Dupont S, Frisson C, Sebbe R and d'Alessandro N Audiocycle Proceedings of the 2009 IEEE international conference on Multimedia and Expo, (1843-1844)
- Chen D, Su C, Zeng Y, Sun S, Lai W and Liao H An online people counting system for electronic advertising machines Proceedings of the 2009 IEEE international conference on Multimedia and Expo, (1262-1265)
- Pong H, Xue P and Tian Q Visual event detection using orientation histograms with feature point trajectory information Proceedings of the 2009 IEEE international conference on Multimedia and Expo, (342-345)
- Tang H, Chu S, Hasegawa-Johnson M and Huang T Emotion recognition from speech via boosted Gaussian mixture models Proceedings of the 2009 IEEE international conference on Multimedia and Expo, (294-297)
- Wang C, Su Y, Hsu C, Lin C and Liao H Bayesian age estimation on face images Proceedings of the 2009 IEEE international conference on Multimedia and Expo, (282-285)
- Bakker J, Pechenizkiy M, Žliobaitė I, Ivannikov A and Kärkkäinen T Handling outliers and concept drift in online mass flow prediction in CFB boilers Proceedings of the Third International Workshop on Knowledge Discovery from Sensor Data, (13-22)
- Shaparenko B, Çetin Ö and Iyer R Data-driven text features for sponsored search click prediction Proceedings of the Third International Workshop on Data Mining and Audience Intelligence for Advertising, (46-54)
- Ozonat K and Young D Towards a universal marketplace over the web Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, (1295-1304)
- Daruru S, Marin N, Walker M and Ghosh J Pervasive parallelism in data mining Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, (1115-1124)
- Zhu G and Mishne G Mining rich session context to improve web search Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, (1037-1046)
- Lo D, Cheng H, Han J, Khoo S and Sun C Classification of software behaviors for failure detection Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining, (557-566)
- Denroche R, Madupu R, Yooseph S, Sutton G and Shatkay H Toward computer-assisted text curation Proceedings of the 2009 workshop of the BioLink Special Interest Group, international conference on Linking Literature, Information, and Knowledge for Biology, (33-42)
- Mahdhaoui A, Chetouani M and Kessous L Time-Frequency features extraction for infant directed speech discrimination Proceedings of the 2009 international conference on Advances in Nonlinear Speech Processing, (120-127)
- Ananthanarayanan G, Haridasan M, Mohomed I, Terry D and Thekkath C StarTrack Proceedings of the 7th international conference on Mobile systems, applications, and services, (207-220)
- Yu J, Vishwanathan S and Zhang J The entire quantile path of a risk-agnostic SVM classifier Proceedings of the Twenty-Fifth Conference on Uncertainty in Artificial Intelligence, (623-630)
- Dimov D and Laskov L Cyclic histogram thresholding and multithresholding Proceedings of the International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing, (1-8)
- Wang Z, Zhang Q and Sun X Using LPP and SFL for document query optimization Proceedings of the 21st annual international conference on Chinese control and decision conference, (5600-5603)
- Kambatla K, Pathak A and Pucha H Towards optimizing hadoop provisioning in the cloud Proceedings of the 2009 conference on Hot topics in cloud computing
- Klein R, Temple M, Mendenhall M and Reising D Sensitivity analysis of burst detection and RF fingerprinting classification performance Proceedings of the 2009 IEEE international conference on Communications, (641-645)
- Osoba O, Mitaim S and Kosko B Adaptive fuzzy priors for Bayesian inference Proceedings of the 2009 international joint conference on Neural Networks, (3283-3290)
- Trentin E and Freno A Unsupervised nonparametric density estimation Proceedings of the 2009 international joint conference on Neural Networks, (2983-2990)
- Alexandrino J, Zanchettin C and Filho E Hybrid intelligent immune system using radial basis function applied to time series analysis Proceedings of the 2009 international joint conference on Neural Networks, (2542-2549)
- Sherwood J and Derakhshani R On classifiability of wavelet features for EEG-based brain-computer interfaces Proceedings of the 2009 international joint conference on Neural Networks, (2508-2515)
- Alexandrino J, Cavalcanti G and Filho E Hybrid intelligent system clonart applied to face recognition Proceedings of the 2009 international joint conference on Neural Networks, (1975-1980)
- Okada S and Nishida T Incremental clustering of gesture patterns based on a self organizing incremental neural network Proceedings of the 2009 international joint conference on Neural Networks, (1856-1862)
- Malof J, Mazurowski M and Tourassi G The effect of class imbalance on case selection for case-based classifiers, with emphasis on computer-aided diagnosis systems Proceedings of the 2009 international joint conference on Neural Networks, (1246-1251)
- Mazurowski M and Tourassi G Evaluating classifiers Proceedings of the 2009 international joint conference on Neural Networks, (1196-1200)
- Khosrowabadi R, Wahab A, Ang K and Baniasad M Affective computation on EEG correlates of emotion from musical and vocal stimuli Proceedings of the 2009 international joint conference on Neural Networks, (1168-1172)
- Hayashi H and Zhao Q Model reduction of neural network trees based on dimensionality reduction Proceedings of the 2009 international joint conference on Neural Networks, (1119-1124)
- Huynh T and Reggia J Improving rule extraction from neural networks by modifying hidden layer representations Proceedings of the 2009 international joint conference on Neural Networks, (734-739)
- Wang Y and Casasent D A support vector hierarchical method for multi-class classification and rejection Proceedings of the 2009 international joint conference on Neural Networks, (634-641)
- Al-Marzouqi H Data clustering using a modified Kuwahara filter Proceedings of the 2009 international joint conference on Neural Networks, (555-559)
- Huang K, Xu Z, King I, Lyu M and Campbell C Supervised self-taught learning Proceedings of the 2009 international joint conference on Neural Networks, (481-486)
- Wachowski N and Azimi-Sadjadi M A likelihood-based decision feedback system for multi-aspect classification of underwater targets Proceedings of the 2009 international joint conference on Neural Networks, (390-397)
- Wang Z, Logothetis N and Liang H Percept-related cortical induced activity during bistable perception Proceedings of the 2009 international joint conference on Neural Networks, (237-244)
- Xu R, Xu J and Wunsch D Using default ARTMAP for cancer classification with microRNA expression signatures Proceedings of the 2009 international joint conference on Neural Networks, (173-179)
- Sun S Traffic flow forecasting based on multitask ensemble learning Proceedings of the first ACM/SIGEVO Summit on Genetic and Evolutionary Computation, (961-964)
- Sumana C, Venkateswarlu C, Gudi R and Bhushan M Dynamic kernel scatter-difference-based discriminant analysis for diagnosis of Tennessee eastman process Proceedings of the 2009 conference on American Control Conference, (3417-3422)
- Chattopadhyay I and Ray A Optimal path-planning under finite memory obstacle dynamics based on probabilistic finite state automata models Proceedings of the 2009 conference on American Control Conference, (2403-2408)
- Mallapragada G and Ray A Behavior recognition in mobile robots using symbolic dynamic filtering and language measure Proceedings of the 2009 conference on American Control Conference, (1329-1334)
- Tang X Driving skill recognition Proceedings of the 2009 conference on American Control Conference, (420-425)
- Sarkar S, Rao C and Ray A Estimation of multiple faults in aircraft gas-turbine engines Proceedings of the 2009 conference on American Control Conference, (216-221)
- Zhou H, Cui W, Qu H, Wu Y, Yuan X and Zhuo W Splatting the lines in parallel coordinates Proceedings of the 11th Eurographics / IEEE - VGTC conference on Visualization, (759-766)
- Van Long T and Linsen L Multiclustertree Proceedings of the 11th Eurographics / IEEE - VGTC conference on Visualization, (823-830)
- Yang C and Ng T Web opinions analysis with scalable distance-basedclustering Proceedings of the 2009 IEEE international conference on Intelligence and security informatics, (65-70)
- Vattani A k-means requires exponentially many iterations even in the plane Proceedings of the twenty-fifth annual symposium on Computational geometry, (324-332)
- Veeramachaneni S and Kondadadi R Surrogate learning Proceedings of the NAACL HLT 2009 Workshop on Semi-Supervised Learning for Natural Language Processing, (10-18)
- Névéol A, Kim W, Wilbur W and Lu Z Exploring two biomedical text genres for disease recognition Proceedings of the Workshop on Current Trends in Biomedical Natural Language Processing, (144-152)
- Kim H and Shin K Predictive routing of contexts in an overlay network Proceedings of the 11th IFIP/IEEE international conference on Symposium on Integrated Network Management, (57-64)
- Lappas G (2009). Designing neural networks for tackling hard classification problems, WSEAS TRANSACTIONS on SYSTEMS, 8:6, (743-752), Online publication date: 1-Jun-2009.
- Li X (2009). A Bayesian Approach for Estimating and Replacing Missing Categorical Data, Journal of Data and Information Quality, 1:1, (1-11), Online publication date: 1-Jun-2009.
- Ozertem U and Erdogmus D (2009). Principal curve time warping, IEEE Transactions on Signal Processing, 57:6, (2041-2049), Online publication date: 1-Jun-2009.
- Rodrigo R, Zouqi M, Chen Z and Samarabandu J (2009). Robust and efficient feature tracking for indoor navigation, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 39:3, (658-671), Online publication date: 1-Jun-2009.
- Lee C, Shih J, Yu K and Lin H (2009). Automatic music genre classification based on modulation spectral analysis of spectral and cepstral features, IEEE Transactions on Multimedia, 11:4, (670-682), Online publication date: 1-Jun-2009.
- Van Gemert J, Veenman C and Geusebroek J (2009). Episode-constrained cross-validation in video concept retrieval, IEEE Transactions on Multimedia, 11:4, (780-786), Online publication date: 1-Jun-2009.
- Ge J, Luo Y and Tei G (2009). Real-time pedestrian detection and tracking at nighttime for driver-assistance systems, IEEE Transactions on Intelligent Transportation Systems, 10:2, (283-298), Online publication date: 1-Jun-2009.
- Williams D (2009). Bayesian data fusion of multiview synthetic aperture sonar iagery for seabed classification, IEEE Transactions on Image Processing, 18:6, (1239-1254), Online publication date: 1-Jun-2009.
- Rojas Domínguez A and Nandi A (2009). Toward breast cancer diagnosis based on automated segmentation of masses in mammograms, Pattern Recognition, 42:6, (1138-1148), Online publication date: 1-Jun-2009.
- Serrano C and Acha B (2009). Pattern analysis of dermoscopic images based on Markov random fields, Pattern Recognition, 42:6, (1052-1057), Online publication date: 1-Jun-2009.
- Wang Q and Li J (2009). Combining local and global information for nonlinear dimensionality reduction, Neurocomputing, 72:10-12, (2235-2241), Online publication date: 1-Jun-2009.
- Nikam S and Agarwal S (2009). Ridgelet-based fake fingerprint detection, Neurocomputing, 72:10-12, (2491-2506), Online publication date: 1-Jun-2009.
- Garcia-Sebastian M, Hernandez C and d'Anjou A (2009). Robustness of an adaptive MRI segmentation algorithm parametric intensity inhomogeneity modeling, Neurocomputing, 72:10-12, (2146-2152), Online publication date: 1-Jun-2009.
- Choi B and Chung-Hoon Rhee F (2009). Interval type-2 fuzzy membership function generation methods for pattern recognition, Information Sciences: an International Journal, 179:13, (2102-2122), Online publication date: 1-Jun-2009.
- Haxhimusa Y, Kropatsch W, Pizlo Z and Ion A (2009). Approximative graph pyramid solution of the E-TSP, Image and Vision Computing, 27:7, (887-896), Online publication date: 1-Jun-2009.
- Canty M (2009). Boosting a fast neural network for supervised land cover classification, Computers & Geosciences, 35:6, (1280-1295), Online publication date: 1-Jun-2009.
- Ruta D and Gabrys B (2009). A framework for machine learning based on dynamic physical fields, Natural Computing: an international journal, 8:2, (219-237), Online publication date: 1-Jun-2009.
- Winkler S, Affenzeller M and Wagner S (2009). Using enhanced genetic programming techniques for evolving classifiers in the context of medical diagnosis, Genetic Programming and Evolvable Machines, 10:2, (111-140), Online publication date: 1-Jun-2009.
- Haffari G and Teh Y Hierarchical dirichlet trees for information retrieval Proceedings of Human Language Technologies: The 2009 Annual Conference of the North American Chapter of the Association for Computational Linguistics, (173-181)
- Fanizzi N, D'Amato C and Esposito F ReduCE Proceedings of the 6th European Semantic Web Conference on The Semantic Web: Research and Applications, (323-337)
- Pendharkar P An automated procedure for identifying poorly documented object oriented software components Proceedings of the 2nd Canadian Conference on Computer Science and Software Engineering, (217-222)
- Xu T and Gondra I Texture map Proceedings of the 2nd Canadian Conference on Computer Science and Software Engineering, (197-203)
- Basiri M and Nemati S A novel hybrid ACO-GA algorithm for text feature selection Proceedings of the Eleventh conference on Congress on Evolutionary Computation, (2561-2568)
- Dos Santos W, De Assis F, De Souza R, Mendes P, Monteiro H and Alves H Dialectical non-supervised image classification Proceedings of the Eleventh conference on Congress on Evolutionary Computation, (2480-2487)
- Cheu E, Ng S and Quek H An interval type-2 neural fuzzy inference system based on Piaget's action-cognitive paradigm Proceedings of the Eleventh conference on Congress on Evolutionary Computation, (925-932)
- Vatolkin I, Theimer W and Rudolph G Design and comparison of different evolution strategies for feature selection and consolidation in music classification Proceedings of the Eleventh conference on Congress on Evolutionary Computation, (174-181)
- Mata F, Aracil J and García-Dorado J Automated Detection of Load Changes in Large-Scale Networks Proceedings of the First International Workshop on Traffic Monitoring and Analysis, (34-41)
- Cevher V and Kaplan L (2009). Acoustic sensor network design for position estimation, ACM Transactions on Sensor Networks, 5:3, (1-28), Online publication date: 1-May-2009.
- Fayed H and Atiya A (2009). A novel template reduction approach for the K-nearest neighbor method, IEEE Transactions on Neural Networks, 20:5, (890-896), Online publication date: 1-May-2009.
- Pedreira C, Macrini L, Land M and Costa E (2009). New decision support tool for treatment intensity choice in childhood acute lymphoblastic leukemia, IEEE Transactions on Information Technology in Biomedicine, 13:3, (284-290), Online publication date: 1-May-2009.
- Sampat M, Patel A, Wang Y, Gupta S, Kan C, Bovik A and Markey M (2009). Indexes for three-class classification performance assessment, IEEE Transactions on Information Technology in Biomedicine, 13:3, (300-312), Online publication date: 1-May-2009.
- Yi S, Labate D, Easley G and Krim H (2009). A shearlet approach to edge analysis and detection, IEEE Transactions on Image Processing, 18:5, (929-941), Online publication date: 1-May-2009.
- Guo Y and Cheng H (2009). New neutrosophic approach to image segmentation, Pattern Recognition, 42:5, (587-595), Online publication date: 1-May-2009.
- Tao Q and Veldhuis R (2009). Threshold-optimized decision-level fusion and its application to biometrics, Pattern Recognition, 42:5, (823-836), Online publication date: 1-May-2009.
- Hore P, Hall L and Goldgof D (2009). A scalable framework for cluster ensembles, Pattern Recognition, 42:5, (676-688), Online publication date: 1-May-2009.
- Wang X, Yang C and Zhou J (2009). Clustering aggregation by probability accumulation, Pattern Recognition, 42:5, (668-675), Online publication date: 1-May-2009.
- Chen L and Kamel M (2009). A generalized adaptive ensemble generation and aggregation approach for multiple classifier systems, Pattern Recognition, 42:5, (629-644), Online publication date: 1-May-2009.
- Das K and Nenadic Z (2009). An efficient discriminant-based solution for small sample size problem, Pattern Recognition, 42:5, (857-866), Online publication date: 1-May-2009.
- Hu B, Qu H, Wang Y and Yang S (2009). A generalized-constraint neural network model, Information Sciences: an International Journal, 179:12, (1929-1943), Online publication date: 1-May-2009.
- Zeng Y, Yang Y and Zhao L (2009). Nonparametric classification based on local mean and class statistics, Expert Systems with Applications: An International Journal, 36:4, (8443-8448), Online publication date: 1-May-2009.
- Kao K, Liao I and Li Y (2009). Detecting rogue access points using client-side bottleneck bandwidth analysis, Computers and Security, 28:3-4, (144-152), Online publication date: 1-May-2009.
- Asano T, Bose P, Carmi P, Maheshwari A, Shu C, Smid M and Wuhrer S (2009). A linear-space algorithm for distance preserving graph embedding, Computational Geometry: Theory and Applications, 42:4, (289-304), Online publication date: 1-May-2009.
- Bott J, Crowley J and LaViola J Exploring 3D gestural interfaces for music creation in video games Proceedings of the 4th International Conference on Foundations of Digital Games, (18-25)
- Štefka D and Holeňa M Dynamic classifier systems and their applications to random forest ensembles Proceedings of the 9th international conference on Adaptive and natural computing algorithms, (458-468)
- Saarikoski J, Järvelin K, Laurikkala J and Juhola M On document classification with self-organising maps Proceedings of the 9th international conference on Adaptive and natural computing algorithms, (140-149)
- Štefka D and Holeňa M Dynamic Classifier Systems and Their Applications to Random Forest Ensembles Proceedings of the 2009 conference on Adaptive and Natural Computing Algorithms - Volume 5495, (458-468)
- Saarikoski J, Järvelin K, Laurikkala J and Juhola M On Document Classification with Self-Organising Maps Proceedings of the 2009 conference on Adaptive and Natural Computing Algorithms - Volume 5495, (140-149)
- Sasidhar S, Panda S and Jianxin X Design of a myoelectric glove for upper limb stroke rehabilitation Proceedings of the 3rd International Convention on Rehabilitation Engineering & Assistive Technology, (1-4)
- Holschke O, Närman P, Flores W, Eriksson E and Schönherr M Using Enterprise Architecture Models and Bayesian Belief Networks for Failure Impact Analysis Service-Oriented Computing --- ICSOC 2008 Workshops, (339-350)
- San Pedro J and Siersdorfer S Ranking and classifying attractiveness of photos in folksonomies Proceedings of the 18th international conference on World wide web, (771-780)
- Gueguen L and Sayrac B Traffic prediction from wireless environment sensing Proceedings of the 2009 IEEE conference on Wireless Communications & Networking Conference, (2625-2629)
- Rosenholtz R, Twarog N, Schinkel-Bielefeld N and Wattenberg M An intuitive model of perceptual grouping for HCI design Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, (1331-1340)
- Taylor B and Bove V Graspables Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, (917-926)
- Ghasemzadeh H, Loseu V and Jafari R (2009). Wearable coach for sport training: A quantitative model to evaluate wrist-rotation in golf, Journal of Ambient Intelligence and Smart Environments, 1:2, (173-184), Online publication date: 1-Apr-2009.
- Ghasemzadeh H, Loseu V and Jafari R (2009). Wearable coach for sport training: A quantitative model to evaluate wrist-rotation in golf, Journal of Ambient Intelligence and Smart Environments, 1:2, (173-184), Online publication date: 1-Apr-2009.
- Zhao Z and Liu H (2009). Searching for interacting features in subset selection, Intelligent Data Analysis, 13:2, (207-228), Online publication date: 1-Apr-2009.
- Thatte G, Rozgic V, Li M, Ghosh S, Mitra U, Narayanan S, Annavaram M and Spruijt-Metz D Optimal time-resource allocation for activity-detection via multimodal sensing Proceedings of the Fourth International Conference on Body Area Networks, (1-8)
- Nanni L and Lumini A (2009). On selecting Gabor features for biometric authentication, International Journal of Computer Applications in Technology, 35:1, (23-28), Online publication date: 1-Apr-2009.
- Hong Y and Kwong S (2009). Learning assignment order of instances for the constrained K-means clustering algorithm, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 39:2, (568-574), Online publication date: 1-Apr-2009.
- Tang J, Hua X, Wang M, Gu Z, Qi G and Wu X (2009). Correlative linear neighborhood propagation for video annotation, IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 39:2, (409-416), Online publication date: 1-Apr-2009.
- De Weerdt E, Chu Q and Mulder J (2009). Neural network output optimization using interval analysis, IEEE Transactions on Neural Networks, 20:4, (638-653), Online publication date: 1-Apr-2009.
- Kandadai S and Creusere C (2009). Redesigning vector quantizers using implicitly estimated probability density functions, Signal Processing, 89:4, (472-479), Online publication date: 1-Apr-2009.
- Cortés C, Díaz-Báòez J, Pérez-Lantero P, Seara C, Urrutia J and Ventura I (2009). Bichromatic separability with two boxes, Journal of Algorithms, 64:2-3, (79-88), Online publication date: 1-Apr-2009.
- Cho C, Chao W, Lin S and Chen Y (2009). A vision-based analysis system for gait recognition in patients with Parkinson's disease, Expert Systems with Applications: An International Journal, 36:3, (7033-7039), Online publication date: 1-Apr-2009.
- Kalaiselvi Geetha M, Palanivel S and Ramalingam V (2009). A novel block intensity comparison code for video classification and retrieval, Expert Systems with Applications: An International Journal, 36:3, (6415-6420), Online publication date: 1-Apr-2009.
- Gil D, Johnsson M, Garcia Chamizo J, Paya A and Fernandez D (2009). Review, Expert Systems with Applications: An International Journal, 36:3, (5754-5760), Online publication date: 1-Apr-2009.
- Chen Y, Hu H and Tang K (2009). Constructing a decision tree from data with hierarchical class labels, Expert Systems with Applications: An International Journal, 36:3, (4838-4847), Online publication date: 1-Apr-2009.
- Amayeh G, Bebis G, Erol A and Nicolescu M (2009). Hand-based verification and identification using palm-finger segmentation and fusion, Computer Vision and Image Understanding, 113:4, (477-501), Online publication date: 1-Apr-2009.
- Oğulata S, Şahin C and Erol R (2009). Neural Network-Based Computer-Aided Diagnosis in Classification of Primary Generalized Epilepsy by EEG Signals, Journal of Medical Systems, 33:2, (107-112), Online publication date: 1-Apr-2009.
- Posner I, Cummins M and Newman P (2009). A generative framework for fast urban labeling using spatial and temporal context, Autonomous Robots, 26:2-3, (153-170), Online publication date: 1-Apr-2009.
- Liu M and Doherty J Nonlinearity estimation for specific emitter identification in multipath environment Proceedings of the 32nd international conference on Sarnoff symposium, (465-469)
- Seidl T, Assent I, Kranen P, Krieger R and Herrmann J Indexing density models for incremental learning and anytime classification on data streams Proceedings of the 12th International Conference on Extending Database Technology: Advances in Database Technology, (311-322)
- Atassi H, Riviello M, Smékal Z, Hussain A and Esposito A Emotional vocal expressions recognition using the COST 2102 italian database of emotional speech Proceedings of the Second international conference on Development of Multimodal Interfaces: active Listening and Synchrony, (255-267)
- Marques M and Freitas C Reconstructing strip-shredded documents using color as feature matching Proceedings of the 2009 ACM symposium on Applied Computing, (893-894)
- Kannan R and Vempala S (2009). Spectral Algorithms, Foundations and Trends® in Theoretical Computer Science, 4:3–4, (157-288), Online publication date: 1-Mar-2009.
- Kriegel H, Kröger P and Zimek A (2009). Clustering high-dimensional data, ACM Transactions on Knowledge Discovery from Data, 3:1, (1-58), Online publication date: 1-Mar-2009.
- Lin S, Chen B and Wang H (2009). A Comparative Study of Probabilistic Ranking Models for Chinese Spoken Document Summarization, ACM Transactions on Asian Language Information Processing, 8:1, (1-23), Online publication date: 1-Mar-2009.
- Kim H, Ha K, Lee S and Lee K (2009). Resident location-recognition algorithm using a Bayesian classifier in the PIR sensor-based indoor location-aware system, IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 39:2, (240-245), Online publication date: 1-Mar-2009.
- Stack J, Dobeck G, Liao X and Carin L (2009). Kernel-matching pursuits with arbitrary loss functions, IEEE Transactions on Neural Networks, 20:3, (395-405), Online publication date: 1-Mar-2009.
- Maulik U (2009). Medical image segmentation using genetic algorithms, IEEE Transactions on Information Technology in Biomedicine, 13:2, (166-173), Online publication date: 1-Mar-2009.
- Chen X and Schmid N (2009). Empirical capacity of a recognition channel for single-and multipose object recognition under the constraint of PCA encoding, IEEE Transactions on Image Processing, 18:3, (636-651), Online publication date: 1-Mar-2009.
- Pankajakshan V, Doërr G and Bora P (2009). Detection of motion-incoherent components in video streams, IEEE Transactions on Information Forensics and Security, 4:1, (49-58), Online publication date: 1-Mar-2009.
- Khanna N, Mikkilineni A and Delp E (2009). Scanner identification using feature-based processing and analysis, IEEE Transactions on Information Forensics and Security, 4:1, (123-139), Online publication date: 1-Mar-2009.
- Jiao J, Ye Q and Huang Q (2009). A configurable method for multi-style license plate recognition, Pattern Recognition, 42:3, (358-369), Online publication date: 1-Mar-2009.
- García-Laencina P, Sancho-Gómez J, Figueiras-Vidal A and Verleysen M (2009). K nearest neighbours with mutual information for simultaneous classification and missing data imputation, Neurocomputing, 72:7-9, (1483-1493), Online publication date: 1-Mar-2009.
- Lee H, Hong S and Kim E (2009). Neural network ensemble with probabilistic fusion and its application to gait recognition, Neurocomputing, 72:7-9, (1557-1564), Online publication date: 1-Mar-2009.
- Signes M, García J, de Miguel G and Mora H (2009). Computational framework for behavioural modelling of neural subsystems, Neurocomputing, 72:7-9, (1656-1667), Online publication date: 1-Mar-2009.
- Cai Q, Zhang C and Peng C (2009). Analysis of classification margin for classification accuracy with applications, Neurocomputing, 72:7-9, (1960-1968), Online publication date: 1-Mar-2009.
- Nanni L and Lumini A (2009). Ensemble generation and feature selection for the identification of students with learning disabilities, Expert Systems with Applications: An International Journal, 36:2, (3896-3900), Online publication date: 1-Mar-2009.
- Nanni L and Lumini A (2009). An experimental comparison of ensemble of classifiers for bankruptcy prediction and credit scoring, Expert Systems with Applications: An International Journal, 36:2, (3028-3033), Online publication date: 1-Mar-2009.
- de Souza A, Bezerra M, de A. Barreto Filho M and Schnitman L Using artificial neural networks for pattern recognition of downhole dynamometer card in oil rod pump system Proceedings of the 8th WSEAS international conference on Artificial intelligence, knowledge engineering and data bases, (230-235)
- Jung Y, Pahk U, Na T and Kim M An intra prediction skip scheme based on SATD and motion vector magnitude features in h.264|MPEG-4 part 10 AVC Proceedings of the 11th international conference on Advanced Communication Technology - Volume 3, (2027-2031)
- Thummanuntawat T, Kumwilaisak W and Chinrungrueng J Unsupervised object of interest discovery in multi-view video sequence Proceedings of the 11th international conference on Advanced Communication Technology - Volume 3, (1622-1627)
- Li C, Cao Q and Guo F (2009). A method for color classification of fruits based on machine vision, WSEAS TRANSACTIONS on SYSTEMS, 8:2, (312-321), Online publication date: 1-Feb-2009.
- Tardón L, Sammartino S, Barbancho I, Gómez V and Oliver A (2009). Optical music recognition for scores written in white mensural notation, Journal on Image and Video Processing, 2009, (3-3), Online publication date: 1-Feb-2009.
- Khan M, Ward R and Ingleby M (2009). Classifying pretended and evoked facial expressions of positive and negative affective states using infrared measurement of skin temperature, ACM Transactions on Applied Perception, 6:1, (1-22), Online publication date: 1-Feb-2009.
- Seraji H and Serrano N (2009). A multisensor decision fusion system for terrain safety assessment, IEEE Transactions on Robotics, 25:1, (99-108), Online publication date: 1-Feb-2009.
- O'Hare N and Smeaton A (2009). Context-aware person identification in personal photo collections, IEEE Transactions on Multimedia, 11:2, (220-228), Online publication date: 1-Feb-2009.
- Tari L, Baral C and Kim S (2009). Fuzzy c-means clustering with prior biological knowledge, Journal of Biomedical Informatics, 42:1, (74-81), Online publication date: 1-Feb-2009.
- Wang J, Zhou X, Li F, Bradley P, Chang S, Perrimon N and Wong S (2009). An image score inference system for RNAi genome-wide screening based on fuzzy mixture regression modeling, Journal of Biomedical Informatics, 42:1, (32-40), Online publication date: 1-Feb-2009.
- Nanni L and Lumini A (2009). Machine learning multi-classifiers for peptide classification, Neural Computing and Applications, 18:2, (185-192), Online publication date: 1-Feb-2009.
- Panda M and Patra M Ensemble of classifiers for detecting network intrusion Proceedings of the International Conference on Advances in Computing, Communication and Control, (510-515)
- Bo J, Long Y and Er C A novel fingerprint singular point detection algorithm Proceedings of the 3rd WSEAS international conference on Computer engineering and applications, (97-100)
- Manthey B and Röglin H Improved smoothed analysis of the k-means method Proceedings of the twentieth annual ACM-SIAM symposium on Discrete algorithms, (461-470)
- Zaffalon M and Miranda E (2009). Conservative inference rule for uncertain reasoning under incompleteness, Journal of Artificial Intelligence Research, 34:1, (757-821), Online publication date: 1-Jan-2009.
- Janeja V and Atluri V (2009). Spatial outlier detection in heterogeneous neighborhoods, Intelligent Data Analysis, 13:1, (85-107), Online publication date: 1-Jan-2009.
- Dionne G, Giuliano F and Picard P (2009). Optimal Auditing with Scoring, Management Science, 55:1, (58-70), Online publication date: 1-Jan-2009.
- Garcia-Salicetti S, Houmani N and Dorizzi B (2009). A novel criterion for writer enrolment based on a time-normalized signature sample entropy measure, EURASIP Journal on Advances in Signal Processing, 2009, (1-12), Online publication date: 1-Jan-2009.
- Naeem M, Brunner C and Pfurtscheller G (2009). Dimensionality reduction and channel selection of motor imagery electroencephalographic data, Computational Intelligence and Neuroscience, 2009, (1-8), Online publication date: 1-Jan-2009.
- Sun Y, Braga-Neto U and Dougherty E (2009). Impact of missing value imputation on classification for DNA microarray gene expression data, EURASIP Journal on Bioinformatics and Systems Biology, 2009, (1-1), Online publication date: 1-Jan-2009.
- Cuadra L, Alexandre E, Gil-Pita R, Vicen-Bueno R and Álvarez L (2009). Influence of acoustic feedback on the learning strategies of neural network-based sound classifiers in digital hearing aids, EURASIP Journal on Advances in Signal Processing, 2009, (2-2), Online publication date: 1-Jan-2009.
- Gil-Pita R, Alexandre E, Cuadra L, Vicen R and Rosa-Zurera M (2009). Analysis of the effects of finite precision in neural network-based sound classifiers for digital hearing aids, EURASIP Journal on Advances in Signal Processing, 2009, (2-2), Online publication date: 1-Jan-2009.
- Drake L, Rutledge J, Zhang J and Katsaggelos A (2009). A computational auditory scene analysis-enhanced beamforming approach for sound source separation, EURASIP Journal on Advances in Signal Processing, 2009, (1-1), Online publication date: 1-Jan-2009.
- Eftekhari A, Moghaddam H, Forouzanfar M and Alirezaie J (2009). Incremental local linear fuzzy classifier in fisher space, EURASIP Journal on Advances in Signal Processing, 2009, (1-9), Online publication date: 1-Jan-2009.
- Quan W, Matuszewski B, Shark L and Ait-Boudaoud D (2009). Facial expression biometrics using statistical shape models, EURASIP Journal on Advances in Signal Processing, 2009, (4-4), Online publication date: 1-Jan-2009.
- Dubuisson T, Dutoit T, Gosselin B and Remacle M (2009). On the use of the correlation between acoustic descriptors for the normal/pathological voices discrimination, EURASIP Journal on Advances in Signal Processing, 2009, (1-19), Online publication date: 1-Jan-2009.
- Cevher V, Chellappa R and McClellan J (2009). Vehicle speed estimation using acoustic wave patterns, IEEE Transactions on Signal Processing, 57:1, (30-47), Online publication date: 1-Jan-2009.
- Shintemirov A, Tang W and Wu Q (2009). Power transformer fault classification based on dissolved gas analysis by implementing bootstrap and genetic programming, IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 39:1, (69-79), Online publication date: 1-Jan-2009.
- Kang B, Kim D and Kim H (2009). Two-phase chief complaint mapping to the UMLS metathesaurus in Korean electronic medical records, IEEE Transactions on Information Technology in Biomedicine, 13:1, (78-86), Online publication date: 1-Jan-2009.
- Li X and Zheng Y (2009). Patch-based video processing, IEEE Transactions on Circuits and Systems for Video Technology, 19:1, (27-40), Online publication date: 1-Jan-2009.
- Ghasemzadeh H, Guenterberg E and Jafari R (2009). Energy-efficient information-driven coverage for physical movement monitoring in body sensor networks, IEEE Journal on Selected Areas in Communications, 27:1, (58-69), Online publication date: 1-Jan-2009.
- Xue H, Chen S and Yang Q (2009). Discriminatively regularized least-squares classification, Pattern Recognition, 42:1, (93-104), Online publication date: 1-Jan-2009.
- Raghuraj R and Lakshminarayanan S (2009). Variable predictive models-A new multivariate classification approach for pattern recognition applications, Pattern Recognition, 42:1, (7-16), Online publication date: 1-Jan-2009.
- Min R and Cheng H (2009). Effective image retrieval using dominant color descriptor and fuzzy support vector machine, Pattern Recognition, 42:1, (147-157), Online publication date: 1-Jan-2009.
- Bouguila N and ElGuebaly W (2009). Discrete data clustering using finite mixture models, Pattern Recognition, 42:1, (33-42), Online publication date: 1-Jan-2009.
- Xue H, Zhu Y and Chen S (2009). Letters, Neurocomputing, 72:4-6, (1342-1346), Online publication date: 1-Jan-2009.
- Carnell A (2009). An analysis of the use of Hebbian and Anti-Hebbian spike time dependent plasticity learning functions within the context of recurrent spiking neural networks, Neurocomputing, 72:4-6, (685-692), Online publication date: 1-Jan-2009.
- Lin C and Hsieh M (2009). Classification of mental task from EEG data using neural networks based on particle swarm optimization, Neurocomputing, 72:4-6, (1121-1130), Online publication date: 1-Jan-2009.
- Tsai C and Shieh Y (2009). A change detection method for sequential patterns, Decision Support Systems, 46:2, (501-511), Online publication date: 1-Jan-2009.
- Jaradat M and Langari R (2009). A hybrid intelligent system for fault detection and sensor fusion, Applied Soft Computing, 9:1, (415-422), Online publication date: 1-Jan-2009.
- Mirzaei A, Rahmati M and Ahmadi M (2008). A new method for hierarchical clustering combination, Intelligent Data Analysis, 12:6, (549-571), Online publication date: 30-Dec-2009.
- Li C Intelligent 3D Face Recognition Proceedings of the 3rd International Symposium on Advances in Computation and Intelligence, (416-425)
- Orii Y, Nozawa T and Kondo T Web-Based Intelligent Photo Browser for Flood of Personal Digital Photographs Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03, (127-130)
- Lin Y and Tang C A Robust Active Appearance Models Search Algorithm Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing, (879-882)
- Intarapaiboon P, Nantajeewarawat E and Theeramunkong T Extracting Semantic Frames from Thai Medical-Symptom Phrases with Unknown Boundaries Proceedings of the 3rd Asian Semantic Web Conference on The Semantic Web, (390-404)
- Gomez-Ballester E, Mic L and Oncina J A Pruning Rule Based on a Distance Sparse Table for Hierarchical Similarity Search Algorithms Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, (926-936)
- Este A, Gargiulo F, Gringoli F, Salgarelli L and Sansone C Pattern Recognition Approaches for Classifying IP Flows Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, (885-895)
- Tronci R, Giacinto G and Roli F Combination of Experts by Classifiers in Similarity Score Spaces Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, (821-830)
- Lienemann K, Plötz T and Fink G Automatic Classification of NMR Spectra by Ensembles of Local Experts Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, (790-800)
- Freni B, Marcialis G and Roli F Template Selection by Editing Algorithms Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, (745-754)
- Cha S Distance between Histograms with Shuffled Cost Matrix Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, (633-643)
- Cha S Fast Multivariate Ordinal Type Histogram Matching Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, (622-632)
- Aoki K and Kudo M Feature and Classifier Selection in Class Decision Trees Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, (562-571)
- Kuncheva L and Plumpton C Adaptive Learning Rate for Online Linear Discriminant Classifiers Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, (510-519)
- Biggio B, Fumera G and Roli F Adversarial Pattern Classification Using Multiple Classifiers and Randomisation Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, (500-509)
- Riesen K and Bunke H IAM Graph Database Repository for Graph Based Pattern Recognition and Machine Learning Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, (287-297)
- Bunke H and Riesen K Graph Classification Based on Dissimilarity Space Embedding Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, (996-1007)
- Díaz-Chito K, Ferri F and Díaz-Villanueva W An Empirical Evaluation of Common Vector Based Classification Methods and Some Extensions Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition, (977-985)
- Bo J, Ping T and Lan X (2008). Fingerprint singular point detection algorithm by Poincaré index, WSEAS TRANSACTIONS on SYSTEMS, 7:12, (1453-1462), Online publication date: 1-Dec-2008.
- Yu J, Cheng F, Xiong H, Qu W and Chen X (2008). A Bayesian approach to support vector machines for the binary classification, Neurocomputing, 72:1-3, (177-185), Online publication date: 1-Dec-2008.
- Jenssen R and Eltoft T (2008). A new information theoretic analysis of sum-of-squared-error kernel clustering, Neurocomputing, 72:1-3, (23-31), Online publication date: 1-Dec-2008.
- Goulermas J, Liatsis P and Zeng X (2008). Kernel regression networks with local structural information and covariance volume adaptation, Neurocomputing, 72:1-3, (257-261), Online publication date: 1-Dec-2008.
- Jeong K and Principe J (2008). Enhancing the correntropy MACE filter with random projections, Neurocomputing, 72:1-3, (102-111), Online publication date: 1-Dec-2008.
- Yang S, Hu B and Cournède P (2008). Structural identifiability of generalized constraint neural network models for nonlinear regression, Neurocomputing, 72:1-3, (392-400), Online publication date: 1-Dec-2008.
- Prieto A, Bellas F, Duro R and Lopez-Peña F An incremental learning algorithm for optimizing high-dimensional ANN-based classification systems Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I, (1037-1044)
- Kubota R, Uchino E, Suetake N, Hashimoto G, Hiro T and Matsuzaki M Genetic algorithm-based boundary extraction of plaque in intravascular ultrasound image Proceedings of the 7th WSEAS international conference on System science and simulation in engineering, (91-94)
- Kubota R, Kunihiro M, Suetake N, Uchino E, Hashimoto G, Hiro T and Matsuzaki M Statistical tissue characterization of coronary plaque by ASSOM using intravascular ultrasound method Proceedings of the 7th WSEAS international conference on System science and simulation in engineering, (85-90)
- Buneci E and Reed D Analysis of application heartbeats Proceedings of the 2008 ACM/IEEE conference on Supercomputing, (1-12)
- Teitler B, Lieberman M, Panozzo D, Sankaranarayanan J, Samet H and Sperling J NewsStand Proceedings of the 16th ACM SIGSPATIAL international conference on Advances in geographic information systems, (1-10)
- Miluzzo E, Lane N, Fodor K, Peterson R, Lu H, Musolesi M, Eisenman S, Zheng X and Campbell A Sensing meets mobile social networks Proceedings of the 6th ACM conference on Embedded network sensor systems, (337-350)
- El-Bakry H and Mastorakis N (2008). A novel fast Kolmogorov's spline complex network for pattern detection, WSEAS TRANSACTIONS on SYSTEMS, 7:11, (1310-1328), Online publication date: 1-Nov-2008.
- Alami J and Imrani A (2008). Dielectric composite multimodal optimization using a multipopulation cultural algorithm, Intelligent Data Analysis, 12:4, (359-378), Online publication date: 1-Nov-2008.
- Nakayama M and Takahasi Y (2008). Estimation of certainty for responses to multiple-choice questionnaires using eye movements, ACM Transactions on Multimedia Computing, Communications, and Applications, 5:2, (1-18), Online publication date: 1-Nov-2008.
- Fíbregas J and Faundez-Zanuy M (2008). Biometric dispersion matcher, Pattern Recognition, 41:11, (3412-3426), Online publication date: 1-Nov-2008.
- Irvine J, Israel S, Todd Scruggs W and Worek W (2008). eigenPulse, Pattern Recognition, 41:11, (3427-3435), Online publication date: 1-Nov-2008.
- Kang P and Cho S (2008). Locally linear reconstruction for instance-based learning, Pattern Recognition, 41:11, (3507-3518), Online publication date: 1-Nov-2008.
- Kotłowski W, Dembczyński K, Greco S and Słowiński R (2008). Stochastic dominance-based rough set model for ordinal classification, Information Sciences: an International Journal, 178:21, (4019-4037), Online publication date: 1-Nov-2008.
- Jing Y, Pavlović V and Rehg J (2008). Boosted Bayesian network classifiers, Machine Language, 73:2, (155-184), Online publication date: 1-Nov-2008.
- Bredin H, Byrne D, Lee H, O'Connor N and Jones G Dublin City University at the TRECVid 2008 BBC rushes summarisation task Proceedings of the 2nd ACM TRECVid Video Summarization Workshop, (45-49)
- Kriechbaum A, Mörzinger R and Thallinger G Unsupervised mesh based segmentation of moving objects Proceedings of the 1st ACM workshop on Analysis and retrieval of events/actions and workflows in video streams, (1-8)
- Cho S, Kim D, Kim T and Kim D Pose robust human detection using multiple oriented 2d elliptical filters Proceedings of the 1st ACM workshop on Vision networks for behavior analysis, (9-16)
- Herman G, Ye G, Xu J and Zhang B Improving object detection by removing noisy samples from training sets Proceedings of the 1st ACM international conference on Multimedia information retrieval, (329-335)
- Avdouevski I, Kerminen R, Makkonen J and Visa A Missing values in user activity classification applications utilizing wireless sensors Proceedings of the 6th ACM international symposium on Mobility management and wireless access, (151-155)
- Detorakis Z and Tambouratzis G Discovery of underlying morphological relations using an agglomerative clustering algorithm Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology, (198-204)
- Rolim A and Bezerra E Um sistema de identificação automática de faces para um ambiente virtual de ensino e aprendizagem Companion Proceedings of the XIV Brazilian Symposium on Multimedia and the Web, (129-132)
- Broder A, Ciccolo P, Fontoura M, Gabrilovich E, Josifovski V and Riedel L Search advertising using web relevance feedback Proceedings of the 17th ACM conference on Information and knowledge management, (1013-1022)
- Mylonakis M and Sima'an K Phrase translation probabilities with ITG priors and smoothing as learning objective Proceedings of the Conference on Empirical Methods in Natural Language Processing, (630-639)
- Bangalore S and Smith D HotSpots Proceedings of the Conference on Empirical Methods in Natural Language Processing, (264-273)
- Ogiela L Syntactic Approach to Cognitive Interpretation of Medical Patterns Intelligent Robotics and Applications, (456-462)
- Avilés H, Aguilar W and Pineda L On the Selection of a Classification Technique for the Representation and Recognition of Dynamic Gestures Advances in Artificial Intelligence – IBERAMIA 2008, (412-421)
- Fabris F, Drago I and Varejão F A Multi-measure Nearest Neighbor Algorithm for Time Series Classification Advances in Artificial Intelligence – IBERAMIA 2008, (153-162)
- Korpela M, Mäkinen H, Sulkava M, Nöjd P and Hollmén J Smoothed Prediction of the Onset of Tree Stem Radius Increase Based on Temperature Patterns Discovery Science, (100-111)
- Jiang W, Chang S, Jebara T and Loui A Semantic Concept Classification by Joint Semi-supervised Learning of Feature Subspaces and Support Vector Machines Computer Vision – ECCV 2008, (270-283)
- Giannakopoulos G, Karkaletsis V, Vouros G and Stamatopoulos P (2008). Summarization system evaluation revisited, ACM Transactions on Speech and Language Processing , 5:3, (1-39), Online publication date: 1-Oct-2008.
- Chen Y, Xu W, Sundaram H, Rikakis T and Liu S (2008). A dynamic decision network framework for online media adaptation in stroke rehabilitation, ACM Transactions on Multimedia Computing, Communications, and Applications, 5:1, (1-38), Online publication date: 1-Oct-2008.
- Kandula S, Chandra R and Katabi D (2008). What's going on?, ACM SIGCOMM Computer Communication Review, 38:4, (87-98), Online publication date: 1-Oct-2008.
- Vellasques E, Oliveira L, Britto A, Koerich A and Sabourin R (2008). Filtering segmentation cuts for digit string recognition, Pattern Recognition, 41:10, (3044-3053), Online publication date: 1-Oct-2008.
- Li J, Li X and Tao D (2008). KPCA for semantic object extraction in images, Pattern Recognition, 41:10, (3244-3250), Online publication date: 1-Oct-2008.
- Boubezoul A, Paris S and Ouladsine M (2008). Application of the cross entropy method to the GLVQ algorithm, Pattern Recognition, 41:10, (3173-3178), Online publication date: 1-Oct-2008.
- Huang C, Chen C and Chung P (2008). Contrast context histogram-An efficient discriminating local descriptor for object recognition and image matching, Pattern Recognition, 41:10, (3071-3077), Online publication date: 1-Oct-2008.
- Rueda L and Herrera M (2008). Linear dimensionality reduction by maximizing the Chernoff distance in the transformed space, Pattern Recognition, 41:10, (3138-3152), Online publication date: 1-Oct-2008.
- Gunal S and Edizkan R (2008). Subspace based feature selection for pattern recognition, Information Sciences: an International Journal, 178:19, (3716-3726), Online publication date: 1-Oct-2008.
- Niu G, Widodo A, Son J, Yang B, Hwang D and Kang D (2008). Decision-level fusion based on wavelet decomposition for induction motor fault diagnosis using transient current signal, Expert Systems with Applications: An International Journal, 35:3, (918-928), Online publication date: 1-Oct-2008.
- Neville J and Jensen D (2008). A bias/variance decomposition for models using collective inference, Machine Language, 73:1, (87-106), Online publication date: 1-Oct-2008.
- Aslan K, Bozdemir H, Şahin C, Oğulata S and Erol R (2008). A Radial Basis Function Neural Network Model for Classification of Epilepsy Using EEG Signals, Journal of Medical Systems, 32:5, (403-408), Online publication date: 1-Oct-2008.
- Sen P and Getoor L (2008). Cost-sensitive learning with conditional Markov networks, Data Mining and Knowledge Discovery, 17:2, (136-163), Online publication date: 1-Oct-2008.
- Zhao T, Aggarwal M, Germano T, Roth I, Knowles A, Kumar R, Sawhney H and Samarasekera S (2008). Toward a sentient environment: real-time wide area multiple human tracking with identities, Machine Vision and Applications, 19:5-6, (301-314), Online publication date: 1-Oct-2008.
- Kee E and Farid H Printer profiling for forensics and ballistics Proceedings of the 10th ACM workshop on Multimedia and security, (3-10)
- Gomolińska A (2008). Satisfiability of Formulas from the Standpoint of Object Classification: The RST Approach, Fundamenta Informaticae, 85:1-4, (139-153), Online publication date: 20-Sep-2008.
- Swangmuang N and Krishnamurthy P On clustering RSS fingerprints for improving scalability of performance prediction of indoor positioning systems Proceedings of the first ACM international workshop on Mobile entity localization and tracking in GPS-less environments, (61-66)
- Guérif S Unsupervised variable selection Proceedings of the 2008 International Conference on New Challenges for Feature Selection in Data Mining and Knowledge Discovery - Volume 4, (163-177)
- Vatolkin I and Theimer W Optimization of Feature Processing Chain in Music Classification by Evolution Strategies Proceedings of the 10th International Conference on Parallel Problem Solving from Nature --- PPSN X - Volume 5199, (1150-1159)
- de Aquino Gomes R, Costa F and Georges F Achieving better performance through true best effort in scavenging grid computing Proceedings of the 2008 Euro American Conference on Telematics and Information Systems, (1-7)
- Park N and Lee W Memory efficient subspace clustering for online data streams Proceedings of the 2008 international symposium on Database engineering & applications, (199-208)
- Jiřina M and Jiřina M Correlation Integral Decomposition for Classification Proceedings of the 18th international conference on Artificial Neural Networks, Part II, (62-71)
- Chen C and Peter Ho P (2008). Statistical pattern recognition in remote sensing, Pattern Recognition, 41:9, (2731-2741), Online publication date: 1-Sep-2008.
- Yao Y and Zhao Y (2008). Attribute reduction in decision-theoretic rough set models, Information Sciences: an International Journal, 178:17, (3356-3373), Online publication date: 1-Sep-2008.
- Joseph J, Das A, Seet B and Lee B (2008). Opening the Pandora's Box, Computer Communications, 31:14, (3178-3189), Online publication date: 1-Sep-2008.
- Madani O and Huang J On updates that constrain the features' connections during learning Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, (515-523)
- Jiang B, Pei J, Lin X, Cheung D and Han J Mining preferences from superior and inferior examples Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, (390-398)
- Davis J and Dhillon I Structured metric learning for high dimensional problems Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining, (195-203)
- Zhu J, Wang H, Yao T and Tsou B Active learning with sampling by uncertainty and density for word sense disambiguation and text classification Proceedings of the 22nd International Conference on Computational Linguistics - Volume 1, (1137-1144)
- Kandula S, Chandra R and Katabi D What's going on? Proceedings of the ACM SIGCOMM 2008 conference on Data communication, (87-98)
- Fu H, Cohen-Or D, Dror G and Sheffer A Upright orientation of man-made objects ACM SIGGRAPH 2008 papers, (1-7)
- Liu C (2008). A Simulation-Based Experience in Learning Structures of Bayesian Networks to Represent How Students Learn Composite Concepts, International Journal of Artificial Intelligence in Education, 18:3, (237-285), Online publication date: 1-Aug-2008.
- Fu H, Cohen-Or D, Dror G and Sheffer A (2008). Upright orientation of man-made objects, ACM Transactions on Graphics, 27:3, (1-7), Online publication date: 1-Aug-2008.
- Suh Y, Kim H and Kim M (2008). Histogram Equalization Utilizing Window-Based Smoothed CDF Estimation for Feature Compensation, IEICE - Transactions on Information and Systems, E91-D:8, (2199-2202), Online publication date: 1-Aug-2008.
- Yang C and Zhou J (2008). Non-stationary data sequence classification using online class priors estimation, Pattern Recognition, 41:8, (2656-2664), Online publication date: 1-Aug-2008.
- Khan A, Tahir S, Majid A and Choi T (2008). Machine learning based adaptive watermark decoding in view of anticipated attack, Pattern Recognition, 41:8, (2594-2610), Online publication date: 1-Aug-2008.
- Mascarilla L, Berthier M and Frélicot C (2008). A k-order fuzzy OR operator for pattern classification with k -order ambiguity rejection, Fuzzy Sets and Systems, 159:15, (2011-2029), Online publication date: 1-Aug-2008.
- Tzouveli P, Mylonas P and Kollias S (2008). An intelligent e-learning system based on learner profiling and learning resources adaptation, Computers & Education, 51:1, (224-238), Online publication date: 1-Aug-2008.
- Cabello S, Díaz-Báòez J, Seara C, Sellarès J, Urrutia J and Ventura I (2008). Covering point sets with two disjoint disks or squares, Computational Geometry: Theory and Applications, 40:3, (195-206), Online publication date: 1-Aug-2008.
- He D, Cercone N and Gu Z (2008). Applying the extended mass-constraint EM algorithm to image retrieval, Computers & Mathematics with Applications, 56:4, (1010-1024), Online publication date: 1-Aug-2008.
- Yan Z, Hai-xian W and Li Z A local time Fukunage-Koontz transformation for speech emotional recognition Proceedings of the 2008 International Conference on Advanced Infocomm Technology, (1-5)
- Spada D, Sánchez-Montañés M, Paredes P and Carro R Towards Inferring Sequential-Global Dimension of Learning Styles from Mouse Movement Patterns Proceedings of the 5th international conference on Adaptive Hypermedia and Adaptive Web-Based Systems, (337-340)
- Wang M and Si L Discriminative probabilistic models for passage based retrieval Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval, (419-426)
- Bobrowski L CPL Clustering with Feature Costs Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects, (177-188)
- Jedrzejowicz J and Jedrzejowicz P GEP-Induced Expression Trees as Weak Classifiers Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects, (129-141)
- Zhang B, Wang F, Li T, Yin W and Dong J Classification by discriminative regularization Proceedings of the 23rd national conference on Artificial intelligence - Volume 2, (746-751)
- Cai D, He X and Han J Sparse projections over graph Proceedings of the 23rd national conference on Artificial intelligence - Volume 2, (610-615)
- Kawabe T BMI Based RHC Method for Wheelchair Proceedings of the 11th international conference on Computers Helping People with Special Needs, (1250-1260)
- Das M, Farmer J, Gallagher A and Loui A Event-based location matching for consumer image collections Proceedings of the 2008 international conference on Content-based image and video retrieval, (339-348)
- Lee F and Bailer W Organizing rushes video by visually similar setting Proceedings of the 2008 international conference on Content-based image and video retrieval, (279-288)
- Papadopoulos G, Mezaris V, Kompatsiaris I and Strintzis M Accumulated motion energy fields estimation and representation for semantic event detection Proceedings of the 2008 international conference on Content-based image and video retrieval, (221-230)
- Blighe M and O'Connor N MyPlaces Proceedings of the 2008 international conference on Content-based image and video retrieval, (195-204)
- Ulges A, Schulze C, Keysers D and Breuel T Identifying relevant frames in weakly labeled videos for training concept detectors Proceedings of the 2008 international conference on Content-based image and video retrieval, (9-16)
- Zhao B, Wang F and Zhang C Efficient multiclass maximum margin clustering Proceedings of the 25th international conference on Machine learning, (1248-1255)
- Sun L, Ji S and Ye J A least squares formulation for canonical correlation analysis Proceedings of the 25th international conference on Machine learning, (1024-1031)
- Paiement J, Grandvalet Y, Bengio S and Eck D A distance model for rhythms Proceedings of the 25th international conference on Machine learning, (736-743)
- Kakade S, Shalev-Shwartz S and Tewari A Efficient bandit algorithms for online multiclass prediction Proceedings of the 25th international conference on Machine learning, (440-447)
- Chan J, Bailey J and Leckie C (2008). Discovering correlated spatio-temporal changes in evolving graphs, Knowledge and Information Systems, 16:1, (53-96), Online publication date: 1-Jul-2008.
- Lau R, Wong O, Li Y and Ma L (2008). Mining Trading Partners' Preferences for Efficient Multi-Issue Bargaining in E-Business, Journal of Management Information Systems, 25:1, (79-104), Online publication date: 1-Jul-2008.
- Lee G, Rodriguez C and Madabhushi A (2008). Investigating the Efficacy of Nonlinear Dimensionality Reduction Schemes in Classifying Gene and Protein Expression Studies, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 5:3, (368-384), Online publication date: 1-Jul-2008.
- Malassiotis S and Strintzis M (2008). Real-time hand posture recognition using range data, Image and Vision Computing, 26:7, (1027-1037), Online publication date: 1-Jul-2008.
- Katakis I, Tsoumakas G and Vlahavas I An Ensemble of Classifiers for coping with Recurring Contexts in Data Streams Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence, (763-764)
- Ruta D Mixture of Gaussians Model for Robust Pedestrian Images Detection Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence, (713-717)
- Blatt R, Bonarini A, Calabró E, Matteucci M, Della Torre M and Pastorino U Pattern Classification Techniques for Early Lung Cancer Diagnosis using an Electronic Nose Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence, (693-697)
- Vizitiu C and Ciotîrnae P Neural design procedure for an ATTR system based on video imaginary usage Proceedings of the 9th WSEAS International Conference on International Conference on Automation and Information, (525-530)
- Zhu Z, Cox I and Levene M Ranked-Listed or Categorized Results in IR Proceedings of the 13th international conference on Natural Language and Information Systems: Applications of Natural Language to Information Systems, (111-123)
- Czajkowski M and Krętowski M Novel Extension of k - TSP Algorithm for Microarray Classification Proceedings of the 21st international conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: New Frontiers in Applied Artificial Intelligence, (456-465)
- Kim H, Smith J and Shin K Detecting energy-greedy anomalies and mobile malware variants Proceedings of the 6th international conference on Mobile systems, applications, and services, (239-252)
- Huang Y and Brown M User-assisted ink-bleed correction for handwritten documents Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries, (263-271)
- Carmel D, Yom-Tov E and Roitman H Enhancing digital libraries using missing content analysis Proceedings of the 8th ACM/IEEE-CS joint conference on Digital libraries, (1-10)
- Idrissi M and Rothkrantz L Address block segmentation using ensemble-clustering techniques Proceedings of the 9th International Conference on Computer Systems and Technologies and Workshop for PhD Students in Computing, (II.2-1)
- Anagnostopoulos A, Dasgupta A and Kumar R Approximation algorithms for co-clustering Proceedings of the twenty-seventh ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, (201-210)
- Blankertz B, Tangermann M, Popescu F, Krauledat M, Fazli S, Dónaczy M, Curio G and Müller K The Berlin brain-computer interface Proceedings of the 2008 IEEE world conference on Computational intelligence: research frontiers, (79-101)
- Rieck K and Laskov P (2008). Linear-Time Computation of Similarity Measures for Sequential Data, The Journal of Machine Learning Research, 9, (23-48), Online publication date: 1-Jun-2008.
- Wang J, de Vries A and Reinders M (2008). Unified relevance models for rating prediction in collaborative filtering, ACM Transactions on Information Systems, 26:3, (1-42), Online publication date: 1-Jun-2008.
- Kang W and Choi J (2008). Domain density description for multiclass pattern classification with reduced computational load, Pattern Recognition, 41:6, (1997-2009), Online publication date: 1-Jun-2008.
- Yang J and Park D (2008). A fingerprint verification algorithm using tessellated invariant moment features, Neurocomputing, 71:10-12, (1939-1946), Online publication date: 1-Jun-2008.
- Oliveira P and Romero R (2008). Improvements on ICA mixture models for image pre-processing and segmentation, Neurocomputing, 71:10-12, (2180-2193), Online publication date: 1-Jun-2008.
- Xu Y, Zhang D, Yang J and Yang J (2008). An approach for directly extracting features from matrix data and its application in face recognition, Neurocomputing, 71:10-12, (1857-1865), Online publication date: 1-Jun-2008.
- Tao D, Li X, Wu X and Maybank S (2008). Tensor Rank One Discriminant Analysis-A convergent method for discriminative multilinear subspace selection, Neurocomputing, 71:10-12, (1866-1882), Online publication date: 1-Jun-2008.
- Zhao J, Lu K and He X (2008). Locality sensitive semi-supervised feature selection, Neurocomputing, 71:10-12, (1842-1849), Online publication date: 1-Jun-2008.
- Erol R, Oğulata S, Şahin C and Alparslan Z (2008). A Radial Basis Function Neural Network (RBFNN) Approach for Structural Classification of Thyroid Diseases, Journal of Medical Systems, 32:3, (215-220), Online publication date: 1-Jun-2008.
- Fawcett T (2008). Data mining with cellular automata, ACM SIGKDD Explorations Newsletter, 10:1, (32-39), Online publication date: 31-May-2008.
- El Sayed A, Velcin J and Zighed D Word clustering with validity indices Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence, (259-270)
- Li G, Japkowicz N, Stocki T and Ungar R Full border identification for reduction of training sets Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence, (203-215)
- Jeleń Ł, Krzyżak A and Fevens T Comparison of pleomorphic and structural features used for breast cancer malignancy classification Proceedings of the Canadian Society for computational studies of intelligence, 21st conference on Advances in artificial intelligence, (138-149)
- Janoos F, Nouansengsy B, Xu X, Machiraju R and Wong S Classification and uncertainty visualization of dendritic spines from optical microscopy imaging Proceedings of the 10th Joint Eurographics / IEEE - VGTC conference on Visualization, (879-886)
- Kouzani A (2008). Classification of face images using local iterated function systems, Machine Vision and Applications, 19:4, (223-248), Online publication date: 26-May-2008.
- Yu Y and Zhou Z A framework for modeling positive class expansion with single snapshot Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining, (429-440)
- Han S and Ng W Privacy-preserving linear fisher discriminant analysis Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining, (136-147)
- Assent I, Krieger R, Welter P, Herbers J and Seidl T SubClass Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining, (40-52)
- Moser R, Pedrycz W and Succi G A comparative analysis of the efficiency of change metrics and static code attributes for defect prediction Proceedings of the 30th international conference on Software engineering, (181-190)
- Sannen D, Van Brussel H and Nuttin M Learning visual quality inspection from multiple humans using ensembles of classifiers Proceedings of the 6th international conference on Computer vision systems, (454-463)
- Sannen D, Nuttin M, Smith J, Tahir M, Caleb-Solly P, Lughofer E and Eitzinger C An on-line interactive self-adaptive image classification framework Proceedings of the 6th international conference on Computer vision systems, (171-180)
- Luotsinen L and Bölöni L Role-based teamwork activity recognition in observations of embodied agent actions Proceedings of the 7th international joint conference on Autonomous agents and multiagent systems - Volume 2, (567-574)
- López F, Miguel Valiente J, Manuel Prats J and Ferrer A (2008). Performance evaluation of soft color texture descriptors for surface grading using experimental design and logistic regression, Pattern Recognition, 41:5, (1744-1755), Online publication date: 1-May-2008.
- Sun S, Zhang C and Lu Y (2008). The random electrode selection ensemble for EEG signal classification, Pattern Recognition, 41:5, (1663-1675), Online publication date: 1-May-2008.
- Kong W and Ranganath S (2008). Signing Exact English (SEE), Pattern Recognition, 41:5, (1638-1652), Online publication date: 1-May-2008.
- Das K and Nenadic Z (2008). Approximate information discriminant analysis, Pattern Recognition, 41:5, (1548-1557), Online publication date: 1-May-2008.
- Wang J, Plataniotis K, Lu J and Venetsanopoulos A (2008). Kernel quadratic discriminant analysis for small sample size problem, Pattern Recognition, 41:5, (1528-1538), Online publication date: 1-May-2008.
- Xue H, Chen S and Zeng X (2008). Classifier learning with a new locality regularization method, Pattern Recognition, 41:5, (1479-1490), Online publication date: 1-May-2008.
- Sorrenti D, Cattaneo M and Villa V (2008). ULTRASONIC-BASED LOCALIZATION OF COW TEATS FOR ROBOTIZED MILKING, Cybernetics and Systems, 39:4, (310-332), Online publication date: 1-May-2008.
- Agrawal R and Karmeshu (2008). Perturbation scheme for online learning of features, Pattern Recognition, 41:5, (1452-1460), Online publication date: 1-May-2008.
- Zhang Z, Shi Y, Gao G and Chai Y An Effective Feature Selection Method Using the Contribution Likelihood Ratio of Attributes for Classification Revised Selected Papers of the APWeb 2008 International Workshops on Advanced Web and Network Technologies, and Applications - Volume 4977, (165-171)
- Banterle F, Ledda P, Debattista K and Chalmers A Expanding low dynamic range videos for high dynamic range applications Proceedings of the 24th Spring Conference on Computer Graphics, (33-41)
- Ciaramita M, Murdock V and Plachouras V Online learning from click data for sponsored search Proceedings of the 17th international conference on World Wide Web, (227-236)
- Nederhof M and Satta G (2008). Computation of distances for regular and context-free probabilistic languages, Theoretical Computer Science, 395:2-3, (235-254), Online publication date: 20-Apr-2008.
- Lavoué G and Wolf C Markov random fields for improving 3D mesh analysis and segmentation Proceedings of the 1st Eurographics conference on 3D Object Retrieval, (25-32)
- Taylor B and Bove V The bar of soap CHI '08 Extended Abstracts on Human Factors in Computing Systems, (3459-3464)
- Mathan S, Erdogmus D, Huang Y, Pavel M, Ververs P, Carciofini J, Dorneich M and Whitlow S Rapid image analysis using neural signals CHI '08 Extended Abstracts on Human Factors in Computing Systems, (3309-3314)
- Martinčić-Ipšić S, Ribarić S and Ipšić I (2008). Acoustic Modelling for Croatian Speech Recognition and Synthesis, Informatica, 19:2, (227-254), Online publication date: 1-Apr-2008.
- Datta R and Bern M Spectrum fusion Proceedings of the 12th annual international conference on Research in computational molecular biology, (140-153)
- Johnson B A bioinformatics-inspired adaptation to Ukkonen's edit distance calculating algorithm Proceedings of the 46th annual ACM Southeast Conference, (46-50)
- Dewan M, Hossain M and Chae O Moving object detection and classification using neural network Proceedings of the 2nd KES International conference on Agent and multi-agent systems: technologies and applications, (152-161)
- Nakayama M and Takahasi Y Estimation of certainty for multiple choice tasks using features of eye-movements Proceedings of the 2008 symposium on Eye tracking research & applications, (73-76)
- de S. Matos F, Batista L and Poel J Face recognition using DCT coefficients selection Proceedings of the 2008 ACM symposium on Applied computing, (1753-1757)
- Liu D, Hua K and Cheng H Handle local optimum traps in CBIR systems Proceedings of the 2008 ACM symposium on Applied computing, (1202-1206)
- Schreck T, Fellner D and Keim D Towards automatic feature vector optimization for multimedia applications Proceedings of the 2008 ACM symposium on Applied computing, (1197-1201)
- Juang B From information to intelligence Proceedings of the 3rd international conference on Large-scale knowledge resources: construction and application, (1-12)
- Jeleń Ł, Fevens T and Krzyżak A (2008). Classification of Breast Cancer Malignancy Using Cytological Images of Fine Needle Aspiration Biopsies, International Journal of Applied Mathematics and Computer Science, 18:1, (75-83), Online publication date: 1-Mar-2008.
- Sharma A, Shrotriya M, Farooq O and Abbasi Z (2008). Hybrid wavelet based LPC features for Hindi speech recognition, International Journal of Information and Communication Technology, 1:3/4, (373-381), Online publication date: 1-Mar-2008.
- Ipeirotis P and Gravano L (2008). Classification-aware hidden-web text database selection, ACM Transactions on Information Systems, 26:2, (1-66), Online publication date: 1-Mar-2008.
- Lu Y, Tian Q, Neary J, Liu F and Wang Y (2008). Adaptive discriminant analysis for microarray-based classification, ACM Transactions on Knowledge Discovery from Data, 2:1, (1-20), Online publication date: 1-Mar-2008.
- Ye J, Chen J, Janardan R and Kumar S (2008). Developmental stage annotation of Drosophila gene expression pattern images via an entire solution path for LDA, ACM Transactions on Knowledge Discovery from Data, 2:1, (1-21), Online publication date: 1-Mar-2008.
- Wang J and Bodenheimer B (2008). Synthesis and evaluation of linear motion transitions, ACM Transactions on Graphics, 27:1, (1-15), Online publication date: 1-Mar-2008.
- Barish G and Knoblock C (2008). Speculative plan execution for information gathering, Artificial Intelligence, 172:4-5, (413-453), Online publication date: 1-Mar-2008.
- Liao I and Kao K (2008). Enhancing the accuracy of WLAN-based location determination systems using predicted orientation information, Information Sciences: an International Journal, 178:4, (1049-1068), Online publication date: 20-Feb-2008.
- Sagrebin M, Pauli J and Herwig J Behavior based robot localisation using stereo vision Proceedings of the 2nd international conference on Robot vision, (427-439)
- Abandah G, Younis K and Khedher M Handwritten Arabic character recognition using multiple classifiers based on letter form Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications, (128-133)
- Lin Y, Sundaram H, Chi Y, Tatemura J and Tseng B (2008). Detecting splogs via temporal dynamics using self-similarity analysis, ACM Transactions on the Web, 2:1, (1-35), Online publication date: 1-Feb-2008.
- Tellaeche A, Burgos-Artizzu X, Pajares G and Ribeiro A (2008). A vision-based method for weeds identification through the Bayesian decision theory, Pattern Recognition, 41:2, (521-530), Online publication date: 1-Feb-2008.
- Kim S and Kweon I (2008). Scalable representation for 3D object recognition using feature sharing and view clustering, Pattern Recognition, 41:2, (754-773), Online publication date: 1-Feb-2008.
- Yun W, Bang S and Kim D (2008). Real-time object recognition using relational dependency based on graphical model, Pattern Recognition, 41:2, (742-753), Online publication date: 1-Feb-2008.
- Park I, Kim J and Hong K An implementation of an FPGA-based embedded gesture recognizer using a data glove Proceedings of the 2nd international conference on Ubiquitous information management and communication, (496-500)
- Zhang W, Matsumoto T, Liu J, Chu M and Begole B An intelligent fitting room using multi-camera perception Proceedings of the 13th international conference on Intelligent user interfaces, (60-69)
- Kim J, Mastnik S and André E EMG-based hand gesture recognition for realtime biosignal interfacing Proceedings of the 13th international conference on Intelligent user interfaces, (30-39)
- Bailer W, Lee F and Thallinger G Detecting and clustering multiple takes of one scene Proceedings of the 14th international conference on Advances in multimedia modeling, (80-89)
- Gomolińska A (2008). Satisfiability of Formulas from the Standpoint of Object Classification: The RST Approach, Fundamenta Informaticae, 85:1-4, (139-153), Online publication date: 1-Jan-2008.
- Jaworski W Generalized indiscernibility relations Transactions on rough sets VIII, (116-145)
- Paczolay D, Bánhalmi A and Kocsor A (2008). Robust clustering, Acta Cybernetica, 18:3, (451-462), Online publication date: 1-Jan-2008.
- Tuytelaars T and Mikolajczyk K (2008). Local invariant feature detectors, Foundations and Trends® in Computer Graphics and Vision, 3:3, (177-280), Online publication date: 1-Jan-2008.
- King B and Guda C (2008). Semi-supervised learning for classification of protein sequence data, Scientific Programming, 16:1, (5-29), Online publication date: 1-Jan-2008.
- Ouyang Y, Chen H, Chai J, Chen C, Chen C, Poon S, Yang C and Lee S (2008). Independent component analysis for magnetic resonance image analysis, EURASIP Journal on Advances in Signal Processing, 2008, (1-14), Online publication date: 1-Jan-2008.
- Zuo F and de With P (2008). Cascaded face detection using neural network ensembles, EURASIP Journal on Advances in Signal Processing, 2008, (14), Online publication date: 1-Jan-2008.
- Oveisi F and Erfanian A (2008). A minimax mutual information scheme for supervised feature extraction and its application to EEG-based brain-computer interfacing, EURASIP Journal on Advances in Signal Processing, 2008, (1-8), Online publication date: 1-Jan-2008.
- Syed W and Wu H (2008). Speech waveform compression using robust adaptive voice activity detection for nonstationary noise, EURASIP Journal on Audio, Speech, and Music Processing, 2008, (1-8), Online publication date: 1-Jan-2008.
- Passaro A and Starita A (2008). Particle swarm optimization for multimodal functions, Journal of Artificial Evolution and Applications, 2008:S1, (1-15), Online publication date: 1-Jan-2008.
- Barton R, Zheng R, Gezici S and Veeravalli V (2008). Editorial, EURASIP Journal on Advances in Signal Processing, 2008, (1-3), Online publication date: 1-Jan-2008.
- Park B, Lee K and Lee S (2008). Color-based image retrieval using perceptually modified Hausdorff distance, Journal on Image and Video Processing, 2008, (1-10), Online publication date: 1-Jan-2008.
- Västilä M, Peltonen S, Soukka J, Albán E, Soini J and Ruotsalainen U (2008). Evaluation of robust estimators applied to fluorescence assays, EURASIP Journal on Advances in Signal Processing, 2008, (1-10), Online publication date: 1-Jan-2008.
- Riera A, Soria-Frisch A, Caparrini M, Grau C and Ruffini G (2008). Unobtrusive biometric system based on electroencephalogram analysis, EURASIP Journal on Advances in Signal Processing, 2008, (18), Online publication date: 1-Jan-2008.
- Pelleg D, Ben-Yehuda M, Harper R, Spainhower L and Adeshiyan T (2008). Vigilant, ACM SIGOPS Operating Systems Review, 42:1, (26-31), Online publication date: 1-Jan-2008.
- Wang C (2008). Computing Length-Preserved Free Boundary for Quasi-Developable Mesh Segmentation, IEEE Transactions on Visualization and Computer Graphics, 14:1, (25-36), Online publication date: 1-Jan-2008.
- Iwata K and Hayashi A (2008). A Redundancy-Based Measure of Dissimilarity among Probability Distributions for Hierarchical Clustering Criteria, IEEE Transactions on Pattern Analysis and Machine Intelligence, 30:1, (76-88), Online publication date: 1-Jan-2008.
- Ayad H and Kamel M (2008). Cumulative Voting Consensus Method for Partitions with Variable Number of Clusters, IEEE Transactions on Pattern Analysis and Machine Intelligence, 30:1, (160-173), Online publication date: 1-Jan-2008.
- Cai D, He X and Han J (2008). SRDA, IEEE Transactions on Knowledge and Data Engineering, 20:1, (1-12), Online publication date: 1-Jan-2008.
- Oza N and Tumer K (2008). Classifier ensembles, Information Fusion, 9:1, (4-20), Online publication date: 1-Jan-2008.
- Giacinto G, Perdisci R, Del Rio M and Roli F (2008). Intrusion detection in computer networks by a modular ensemble of one-class classifiers, Information Fusion, 9:1, (69-82), Online publication date: 1-Jan-2008.
- Bielza C, Fernández del Pozo J and Lucas P (2008). Explaining clinical decisions by extracting regularity patterns, Decision Support Systems, 44:2, (397-408), Online publication date: 1-Jan-2008.
- Papageorgiou E, Spyridonos P, Glotsos D, Stylios C, Ravazoula P, Nikiforidis G and Groumpos P (2008). Brain tumor characterization using the soft computing technique of fuzzy cognitive maps, Applied Soft Computing, 8:1, (820-828), Online publication date: 1-Jan-2008.
- Patra S, Ghosh S and Ghosh A Semi-supervised learning with multilayer perceptron for detecting changes of remote sensing images Proceedings of the 2nd international conference on Pattern recognition and machine intelligence, (161-168)
- Babu V and Viswanath P Weighted k-nearest leader classifier for large data sets Proceedings of the 2nd international conference on Pattern recognition and machine intelligence, (17-24)
- Babu V and Viswanath P Weighted k-Nearest Leader Classifier for Large Data Sets Pattern Recognition and Machine Intelligence, (17-24)
- Patra S, Ghosh S and Ghosh A Semi-supervised Learning with Multilayer Perceptron for Detecting Changes of Remote Sensing Images Pattern Recognition and Machine Intelligence, (161-168)
- Chandra B, Gupta M and Gupta M Robust Approach for Estimating Probabilities in Naive-Bayes Classifier Pattern Recognition and Machine Intelligence, (11-16)
- da Silva R and Mery D Accuracy estimation of detection of casting defects in x-ray images using some statistical techniques Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology, (639-650)
- Carrasco M and Mery D Automatic multiple visual inspection on non-calibrated image sequence with intermediate classifier block Proceedings of the 2nd Pacific Rim conference on Advances in image and video technology, (371-384)
- Biehl M, Breitling R and Li Y Analysis of tiling microarray data by learning vector quantization and relevance learning Proceedings of the 8th international conference on Intelligent data engineering and automated learning, (880-889)
- Smith J and Tahir M Stop wasting time Proceedings of the 8th international conference on Intelligent data engineering and automated learning, (673-683)
- Azimi J, Abdoos M and Analoui M A new efficient approach in clustering ensembles Proceedings of the 8th international conference on Intelligent data engineering and automated learning, (395-405)
- Solares C and Sanz A Different Bayesian network models in the classification of remote sensing images Proceedings of the 8th international conference on Intelligent data engineering and automated learning, (10-16)
- Biehl M, Breitling R and Li Y Analysis of Tiling Microarray Data by Learning Vector Quantization and Relevance Learning Intelligent Data Engineering and Automated Learning - IDEAL 2007, (880-889)
- Smith J and Tahir M Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications Intelligent Data Engineering and Automated Learning - IDEAL 2007, (673-683)
- Azimi J, Abdoos M and Analoui M A New Efficient Approach in Clustering Ensembles Intelligent Data Engineering and Automated Learning - IDEAL 2007, (395-405)
- Solares C and Sanz A Different Bayesian Network Models in the Classification of Remote Sensing Images Intelligent Data Engineering and Automated Learning - IDEAL 2007, (10-16)
- Ye Z, Mohamadian H and Ye Y Digital trimulus color image enhancing and quantitative information measuring Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics, (323-328)
- Gui V, Alexa F and Caleanu C Barley seeds classification with a genetically optimized kernel density estimator Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics, (130-133)
- Ye Z, Mohamadian H, Pang S and Iyengar S Image contrast enhancement and quantitative measuring of information flow Proceedings of the 6th WSEAS international conference on Information security and privacy, (172-177)
- Cao X, Zeng J and Yan H Modeling Uncertain Speech Sequences Using Type-2 Fuzzy Hidden Markov Models Advances in Multimedia Information Processing – PCM 2007, (315-324)
- Spyrou E and Avrithis Y A region thesaurus approach for high-level concept detection in the natural disaster domain Proceedings of the semantic and digital media technologies 2nd international conference on Semantic Multimedia, (74-77)
- Gámez J, Mateo J and Puerta J Improving revisitation browsers capability by using a dynamic bookmarks personal toolbar Proceedings of the 8th international conference on Web information systems engineering, (643-652)
- Quinn A, Stranieri A and Yearwood J Classification for accuracy and insight Proceedings of the sixth Australasian conference on Data mining and analytics - Volume 70, (203-208)
- Iyengar V, Boier I, Kelley K and Curatolo R Analytics for audit and business controls in corporate travel & entertainment Proceedings of the sixth Australasian conference on Data mining and analytics - Volume 70, (3-12)
- Carvalho A, Oliveira A and Sagot M Efficient learning of Bayesian network classifiers Proceedings of the 20th Australian joint conference on Advances in artificial intelligence, (16-25)
- Robards M, Gao J and Charlton P A discriminant analysis for undersampled data Proceedings of the 2nd international workshop on Integrating artificial intelligence and data mining - Volume 84, (13-20)
- Zhu J, Gonçalves A, Uren V, Motta E, Pacheco R, Eisenstadt M and Song D (2007). Relation discovery from web data for competency management, Web Intelligence and Agent Systems, 5:4, (405-417), Online publication date: 1-Dec-2007.
- Pham T, Tran D and Zhou X (2007). Fuzzy information fusion of classification models for high-throughput image screening of cancer cells in time-lapse microscopy, International Journal of Knowledge-based and Intelligent Engineering Systems, 11:4, (237-246), Online publication date: 1-Dec-2007.
- Cyganek B (2007). Circular road signs recognition with soft classifiers, Integrated Computer-Aided Engineering, 14:4, (323-343), Online publication date: 1-Dec-2007.
- Westra R, Hollanders G, Bex G, Gyssens M and Tuyls K (2007). The pattern memory of gene-protein networks, AI Communications, 20:4, (297-311), Online publication date: 1-Dec-2007.
- Núñez M, Fidalgo R and Morales R (2007). Learning in Environments with Unknown Dynamics: Towards more Robust Concept Learners, The Journal of Machine Learning Research, 8, (2595-2628), Online publication date: 1-Dec-2007.
- Sugiyama M, Krauledat M and Müller K (2007). Covariate Shift Adaptation by Importance Weighted Cross Validation, The Journal of Machine Learning Research, 8, (985-1005), Online publication date: 1-Dec-2007.
- Sueiras J, Vélez D and Flórez J (2007). A combination of approaches to solve task "How Many Ratings" of the KDD CUP 2007, ACM SIGKDD Explorations Newsletter, 9:2, (70-74), Online publication date: 1-Dec-2007.
- Sueiras J, Salafranca A and Florez J (2007). A classical predictive modeling approach for task "Who rated what?" of the KDD CUP 2007, ACM SIGKDD Explorations Newsletter, 9:2, (57-61), Online publication date: 1-Dec-2007.
- Assent I, Krieger R, Müller E and Seidl T (2007). VISA, ACM SIGKDD Explorations Newsletter, 9:2, (5-12), Online publication date: 1-Dec-2007.
- Jagannathan A and Miller E (2007). Three-Dimensional Surface Mesh Segmentation Using Curvedness-Based Region Growing Approach, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29:12, (2195-2204), Online publication date: 1-Dec-2007.
- Altınçay H (2007). Decision trees using model ensemble-based nodes, Pattern Recognition, 40:12, (3540-3551), Online publication date: 1-Dec-2007.
- Mittal A, Jain A and Agarwal G (2007). Audio---Video based People Counting and Security Framework for Traffic Crossings, Journal of VLSI Signal Processing Systems, 49:3, (377-391), Online publication date: 1-Dec-2007.
- He Q and Chu C Intrinsic images by Fisher linear discriminant Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II, (349-356)
- Ma Y, Miller B and Cohen I Video sequence querying using clustering of objects' appearance models Proceedings of the 3rd international conference on Advances in visual computing - Volume Part II, (328-339)
- Gill D, Ritov Y and Dror G Is Pinocchio’s Nose Long or His Head Small? Learning Shape Distances for Classification Advances in Visual Computing, (652-661)
- Szumilas L, Wildenauer H, Hanbury A and Donner R Radial Edge Configuration for Semi-local Image Structure Description Advances in Visual Computing, (633-643)
- Huang L, Ma Y, Ijiri Y, Lao S, Kawade M and Zhao Y An adaptive nonparametric discriminant analysis method and its application to face recognition Proceedings of the 8th Asian conference on Computer vision - Volume Part II, (680-689)
- Liu X and Chen T Face mosaicing for pose robust video-based recognition Proceedings of the 8th Asian conference on Computer vision - Volume Part II, (662-671)
- Zhao Y, Xu S and Jia Y Discriminant clustering embedding for face recognition with image sets Proceedings of the 8th Asian conference on Computer vision - Volume Part II, (641-650)
- Huang F and Xu G Viewpoint insensitive action recognition using envelop shape Proceedings of the 8th Asian conference on Computer vision - Volume Part II, (477-486)
- Ayed I and Mitiche A Embedding a region merging prior in level set vector-valued image segmentation Proceedings of the 8th Asian conference on Computer vision - Volume Part I, (925-934)
- Ye Q, Jiao J and Yu H Multi-posture human detection in video frames by motion contour matching Proceedings of the 8th Asian conference on Computer vision - Volume Part I, (896-904)
- Zhang Y, Wang L, Hartley R and Li H Where's the weet-bix? Proceedings of the 8th Asian conference on Computer vision - Volume Part I, (800-810)
- Huang L, Ma Y, Ijiri Y, Lao S, Kawade M and Zhao Y An Adaptive Nonparametric Discriminant Analysis Method and Its Application to Face Recognition Computer Vision – ACCV 2007, (680-689)
- Zhao Y, Xu S and Jia Y Discriminant Clustering Embedding for Face Recognition with Image Sets Computer Vision – ACCV 2007, (641-650)
- Ben Ayed I and Mitiche A Embedding a Region Merging Prior in Level Set Vector-Valued Image Segmentation Computer Vision – ACCV 2007, (925-934)
- Kahn S, Klug T and Flentge F Modeling temporal dependencies between observed activities Proceedings of the 2007 workshop on Tagging, mining and retrieval of human related activity information, (27-34)
- Whitehead A, Crampton N, Fox K and Johnston H Sensor networks as video game input devices Proceedings of the 2007 conference on Future Play, (38-45)
- Alonso A, Suárez A and Pagola J ACONS Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications, (664-673)
- Allende-Cid H, Salas R, Allende H and Ñanculef R Robust alternating AdaBoost Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications, (427-436)
- García V, Sánchez J and Mollineda R An empirical study of the behavior of classifiers on imbalanced and overlapped data sets Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications, (397-406)
- Bianconi F, Fernández A, González E and Ribas F Texture classification through combination of sequential colour texture classifiers Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications, (231-240)
- Bunke H and Riesen K A family of novel graph kernels for structural pattern recognition Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications, (20-31)
- Alonso A, Suárez A and Pagola J ACONS: A New Algorithm for Clustering Documents Progress in Pattern Recognition, Image Analysis and Applications, (664-673)
- Chang H and Sun C A Novel Hybrid Taguchi-Grey-Based Method for Feature Subset Selection Progress in Pattern Recognition, Image Analysis and Applications, (457-465)
- Allende-Cid H, Salas R, Allende H and Ñanculef R Robust Alternating AdaBoost Progress in Pattern Recognition, Image Analysis and Applications, (427-436)
- Bunke H and Riesen K A Family of Novel Graph Kernels for Structural Pattern Recognition Progress in Pattern Recognition, Image Analysis and Applications, (20-31)
- Lee S and Lee S ICA-Based Spatio-temporal Features for EEG Signals Neural Information Processing, (915-920)
- Morii F Clustering Based on LVQ and a Split and Merge Procedure Neural Information Processing, (57-66)
- Esaki H, Umezaki T and Horikoshi T Detection for Pickup Errors by Artificial Neural Networks Neural Information Processing, (559-568)
- Kundu G, Munir S, Bari M, Islam M and Murase K A Novel Algorithm for Associative Classification Neural Information Processing, (453-459)
- Muslim M, Ishikawa M and Furukawa T Task Segmentation in a Mobile Robot by mnSOM and Clustering with Spatio-temporal Contiguity Neural Information Processing, (1075-1084)
- González F and Belanche L A Thermodynamical Search Algorithm for Feature Subset Selection Neural Information Processing, (683-692)
- Schubert M and Kohlmorgen J Hierarchical Feature Extraction for Compact Representation and Classification of Datasets Neural Information Processing, (556-565)
- Ito Y, Srinivasan C and Izumi H Learning of Bayesian Discriminant Functions by a Layered Neural Network Neural Information Processing, (238-247)
- Ashraf A, Lucey S, Cohn J, Chen T, Ambadar Z, Prkachin K, Solomon P and Theobald B The painful face Proceedings of the 9th international conference on Multimodal interfaces, (9-14)
- del Sagrado J and del Águila I Olive Fly Infestation Prediction Using Machine Learning Techniques Current Topics in Artificial Intelligence, (229-238)
- Benbasat A and Paradiso J A framework for the automated generation of power-efficient classifiers for embedded sensor nodes Proceedings of the 5th international conference on Embedded networked sensor systems, (219-232)
- Song Y, Zhang B, Yin W, Zhang C and Dong J Ranking with semi-supervised distance metric learning and its application to housing potential estimation Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, (975-978)
- Park N and Lee W Grid-based subspace clustering over data streams Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, (801-810)
- Cai D, He X, Zhang W and Han J Regularized locality preserving indexing via spectral regression Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, (741-750)
- Anagnostopoulos A, Broder A, Gabrilovich E, Josifovski V and Riedel L Just-in-time contextual advertising Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, (331-340)
- Li T and Anand S Diva Proceedings of the sixteenth ACM conference on Conference on information and knowledge management, (147-156)
- Xiangyang M, Taiyi Z and Yatong Z Scaling kernels Proceedings of the artificial intelligence 6th Mexican international conference on Advances in artificial intelligence, (392-398)
- Maji P and Chaudhuri P (2007). RBFFCA: A Hybrid Pattern Classifier Using Radial Basis Function and Fuzzy Cellular Automata, Fundamenta Informaticae, 78:3, (369-396), Online publication date: 1-Nov-2007.
- Inoue H, Jansens D, Hijazi A and Somayaji A NetADHICT Proceedings of the 21st conference on Large Installation System Administration Conference, (1-9)
- Ipeirotis P, Agichtein E, Jain P and Gravano L (2007). Towards a query optimizer for text-centric tasks, ACM Transactions on Database Systems, 32:4, (21-es), Online publication date: 1-Nov-2007.
- Maqbool O and Babri H (2007). Hierarchical Clustering for Software Architecture Recovery, IEEE Transactions on Software Engineering, 33:11, (759-780), Online publication date: 1-Nov-2007.
- Tang Y and Gao J (2007). Improved Classification for Problem Involving Overlapping Patterns, IEICE - Transactions on Information and Systems, E90-D:11, (1787-1795), Online publication date: 1-Nov-2007.
- Sun S, Zhang C and Zhang D (2007). An experimental evaluation of ensemble methods for EEG signal classification, Pattern Recognition Letters, 28:15, (2157-2163), Online publication date: 1-Nov-2007.
- Park H and Park K (2007). Iris recognition based on score level fusion by using SVM, Pattern Recognition Letters, 28:15, (2019-2028), Online publication date: 1-Nov-2007.
- Pan R, Yang Q and Pan S (2007). Mining competent case bases for case-based reasoning, Artificial Intelligence, 171:16-17, (1039-1068), Online publication date: 1-Nov-2007.
- Ozertem U and Erdogmus D (2007). Information Regularized Sensor Fusion, Journal of VLSI Signal Processing Systems, 49:2, (291-299), Online publication date: 1-Nov-2007.
- Da Costa L, Landry J and Levasseur Y Treating noisy data sets with relaxed genetic programming Proceedings of the Evolution artificielle, 8th international conference on Artificial evolution, (1-12)
- Deng X, Zhu L, Sun Y, Xu C, Song L, Chen J, Merges R, Jolly M, Suehling M and Xu X On simulating subjective evaluation using combined objective metrics for validation of 3D tumor segmentation Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I, (977-984)
- Yang L, Chen W, Meer P, Salaru G, Feldman M and Foran D High throughput analysis of breast cancer specimens on the grid Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention - Volume Part I, (617-625)
- Shi F, Liu Y, Jiang T, Zhou Y, Zhu W, Jiang J, Liu H and Liu Z Regional homogeneity and anatomical parcellation for fMRI image classification Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention, (136-143)
- Da Costa L, Landry J and Levasseur Y Treating Noisy Data Sets with Relaxed Genetic Programming Artificial Evolution, (1-12)
- Shi F, Liu Y, Jiang T, Zhou Y, Zhu W, Jiang J, Liu H and Liu Z Regional Homogeneity and Anatomical Parcellation for fMRI Image Classification: Application to Schizophrenia and Normal Controls Medical Image Computing and Computer-Assisted Intervention – MICCAI 2007, (136-143)
- Yang L, Chen W, Meer P, Salaru G, Feldman M and Foran D High Throughput Analysis of Breast Cancer Specimens on the Grid Medical Image Computing and Computer-Assisted Intervention – MICCAI 2007, (617-625)
- Deng X, Zhu L, Sun Y, Xu C, Song L, Chen J, Merges R, Jolly M, Suehling M and Xu X On Simulating Subjective Evaluation Using Combined Objective Metrics for Validation of 3D Tumor Segmentation Medical Image Computing and Computer-Assisted Intervention – MICCAI 2007, (977-984)
- Vivanco R and Jin D Improving predictive models of cognitive complexity using an evolutionary computational approach Proceedings of the 2007 conference of the center for advanced studies on Collaborative research, (109-123)
- Sanderson C, Shang T and Lovell B Towards pose-invariant 2D face classification for surveillance Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures, (276-289)
- Xu X and Huang T SODA-boosting and its application to gender recognition Proceedings of the 3rd international conference on Analysis and modeling of faces and gestures, (193-204)
- Sanderson C, Shang T and Lovell B Towards Pose-Invariant 2D Face Classification for Surveillance Analysis and Modeling of Faces and Gestures, (276-289)
- Xu X and Huang T SODA-Boosting and Its Application to Gender Recognition Analysis and Modeling of Faces and Gestures, (193-204)
- Hammer R, Hertz T, Hochstein S and Weinshall D Classification with positive and negative equivalence constraints Proceedings of the 2nd international conference on Advances in brain, vision and artificial intelligence, (264-276)
- Raducanu B and Vitrià J Incremental subspace learning for cognitive visual processes Proceedings of the 2nd international conference on Advances in brain, vision and artificial intelligence, (214-223)
- Chaturvedi I, Sakharkar M and Rajapakse J Validation of gene regulatory networks from protein-protein interaction data Proceedings of the 2nd IAPR international conference on Pattern recognition in bioinformatics, (300-310)
- Filho J, Freire E and Bezerra M (2007). Clustering with multilayer perceptrons and self-organized (Hebbian) learning, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 18:5, (501-511), Online publication date: 1-Oct-2007.
- de Souza B, Carvalho A and Ticona W (2007). Applying genetic algorithms and support vector machines to the gene selection problem, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 18:5, (435-444), Online publication date: 1-Oct-2007.
- Flores J, Inza I and Larrañaga P (2007). Wrapper discretization by means of estimation of distribution algorithms, Intelligent Data Analysis, 11:5, (525-545), Online publication date: 1-Oct-2007.
- Xiong H, Zhang Y and Chen X (2007). Data-Dependent Kernel Machines for Microarray Data Classification, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 4:4, (583-595), Online publication date: 1-Oct-2007.
- Tao D, Li X, Wu X and Maybank S (2007). General Tensor Discriminant Analysis and Gabor Features for Gait Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29:10, (1700-1715), Online publication date: 1-Oct-2007.
- Zhang S and Sim T (2007). Discriminant Subspace Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29:10, (1732-1745), Online publication date: 1-Oct-2007.
- Lu Y, Tian Q, Sanchez M, Neary J, Liu F and Wang Y (2007). Learning Microarray Gene Expression Data by Hybrid Discriminant Analysis, IEEE MultiMedia, 14:4, (22-31), Online publication date: 1-Oct-2007.
- Erman J, Mahanti A, Arlitt M, Cohen I and Williamson C (2007). Offline/realtime traffic classification using semi-supervised learning, Performance Evaluation, 64:9-12, (1194-1213), Online publication date: 1-Oct-2007.
- Wang F, Wang J, Zhang C and Kwok J (2007). Face recognition using spectral features, Pattern Recognition, 40:10, (2786-2797), Online publication date: 1-Oct-2007.
- Haralick R and Harpaz R (2007). Linear manifold clustering in high dimensional spaces by stochastic search, Pattern Recognition, 40:10, (2672-2684), Online publication date: 1-Oct-2007.
- Barshan B, Aytaç T and Yüzbaşıolu Ç (2007). Target differentiation with simple infrared sensors using statistical pattern recognition techniques, Pattern Recognition, 40:10, (2607-2620), Online publication date: 1-Oct-2007.
- Tang J, Hua X, Qi G, Wang M, Mei T and Wu X Structure-sensitive manifold ranking for video concept detection Proceedings of the 15th ACM international conference on Multimedia, (852-861)
- Han J, Farin D and de With P A real-time augmented-reality system for sports broadcast video enhancement Proceedings of the 15th ACM international conference on Multimedia, (337-340)
- Chen Y, Xu W, Sundaram H, Rikakis T and Liu S Media adaptation framework in biofeedback system for stroke patient rehabilitation Proceedings of the 15th ACM international conference on Multimedia, (47-57)
- Bailer W, Lee F and Thallinger G Skimming rushes video using retake detection Proceedings of the international workshop on TRECVID video summarization, (60-64)
- Doulamis N, Karamolegkos P, Doulamis A and Nikolakopoulos I Optimal decomposition of P2P networks based on file exchange patterns for multimedia content search & replication Proceedings of the international workshop on Workshop on multimedia information retrieval, (125-134)
- Cai D, He X and Han J Regularized regression on image manifold for retrieval Proceedings of the international workshop on Workshop on multimedia information retrieval, (11-20)
- Rehák M and Pěchouček M Trust Modeling with Context Representation and Generalized Identities Proceedings of the 11th international workshop on Cooperative Information Agents XI, (298-312)
- Cebe M and Gunduz-Demir C Test-Cost Sensitive Classification Based on Conditioned Loss Functions Proceedings of the 18th European conference on Machine Learning, (551-558)
- Peres R and Pedreira C New results on observations selection Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization, (450-453)
- Wozniak M Combined approach to pattern classification in parametric case Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization, (315-320)
- Jimenez J, Cuevas F and Carpio J Genetic algorithms applied to clustering problem and data mining Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization, (219-224)
- Puchala E and Rewak A The feature extraction procedure for pattern recognition with learning using genetic algorithm Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization, (32-36)
- Kurzynski M Contextual and isolated algorithms for multistage pattern recognition Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization, (26-31)
- Liefhold C, Grosse-Wentrup M, Gramann K and Buss M Comparison of adaptive spatial filters with heuristic and optimized region of interest for EEG based brain-computer-interfaces Proceedings of the 29th DAGM conference on Pattern recognition, (274-283)
- Ceccarelli M and Maratea A Assessing clustering reliability and features informativeness by random permutations Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III, (878-885)
- Iorio F, Miele G, Napolitano F, Raiconi G and Tagliaferri R An interactive tool for data visualization and clustering Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III, (870-877)
- Camastra F and Filippone M SVM-based time series prediction with nonlinear dynamics methods Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III, (300-307)
- Camastra F Handwritten Greek character recognition with learning vector quantization Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III, (267-274)
- Fukui K, Saito K, Kimura M and Numao M Interpretable likelihood for vector representable topic Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part III, (202-209)
- Freno A Selecting features by learning Markov blankets Proceedings of the 11th international conference, KES 2007 and XVII Italian workshop on neural networks conference on Knowledge-based intelligent information and engineering systems: Part I, (69-76)
- Hilas C and Sahalos J An Application of Decision Trees for Rule Extraction Towards Telecommunications Fraud Detection Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference, (1112-1121)
- Mousavi S, Rabiee H, Moshref M and Dabirmoghaddam A Mobility pattern recognition in mobile ad-hoc networks Proceedings of the 4th international conference on mobile technology, applications, and systems and the 1st international symposium on Computer human interaction in mobile technology, (302-309)
- Lemke-Rust K and Paar C Gaussian Mixture Models for Higher-Order Side Channel Analysis Proceedings of the 9th international workshop on Cryptographic Hardware and Embedded Systems, (14-27)
- Guarracino M, Cuciniello S and Feminiano D A parallel classification and feature reduction method for biomedical applications Proceedings of the 7th international conference on Parallel processing and applied mathematics, (1210-1219)
- Blekas K and Lagaris I Split-merge incremental learning (SMILE) of mixture models Proceedings of the 17th international conference on Artificial neural networks, (291-300)
- Daqi G, Jianli S and Xiaoyan L Parallel-series perceptrons for the simultaneous determination of odor classes and concentrations Proceedings of the 17th international conference on Artificial neural networks, (250-260)
- Lappas G Estimating the size of neural networks from the number of available training data Proceedings of the 17th international conference on Artificial neural networks, (68-77)
- Fernández A, Morales M and Salmerón A Tree augmented naive Bayes for regression using mixtures of truncated exponentials Proceedings of the 7th international conference on Intelligent data analysis, (59-69)
- Kocsor A, Busa-Fekete R and Bánhalmi A Whitening-based feature space transformations in a speech impediment therapy system Proceedings of the 10th international conference on Text, speech and dialogue, (222-229)
- Kelly K (2007). Ockham's razor, empirical complexity, and truth-finding efficiency, Theoretical Computer Science, 383:2-3, (270-289), Online publication date: 3-Sep-2007.
- Su T and Dy J (2007). In search of deterministic methods for initializing K-means and Gaussian mixture clustering, Intelligent Data Analysis, 11:4, (319-338), Online publication date: 1-Sep-2007.
- Kim T, Arandjelović O and Cipolla R (2007). Boosted manifold principal angles for image set-based recognition, Pattern Recognition, 40:9, (2475-2484), Online publication date: 1-Sep-2007.
- Ho K and Newman P (2007). Detecting Loop Closure with Scene Sequences, International Journal of Computer Vision, 74:3, (261-286), Online publication date: 1-Sep-2007.
- Wang J Self-eigenroughness selection for texture recognition using genetic algorithms Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems, (849-854)
- Salas J, Jimenez-Hernandez H, Gonzalez-Barbosa J, Hurtado-Ramos J and Canchola S A double layer background model to detect unusual events Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems, (406-416)
- Koh E, Caruso D, Kerne A and Gutierrez-Osuna R Elimination of junk document surrogate candidates through pattern recognition Proceedings of the 2007 ACM symposium on Document engineering, (187-195)
- Yau W, Tran H, Teoh E and Wang J Fake finger detection by finger color change analysis Proceedings of the 2007 international conference on Advances in Biometrics, (888-896)
- Lee Y, Bae K, Lee S, Park K and Kim J Biometric key binding Proceedings of the 2007 international conference on Advances in Biometrics, (800-808)
- Janakiraman R and Sim T Keystroke dynamics in a general setting Proceedings of the 2007 international conference on Advances in Biometrics, (584-593)
- Galbally J, Fierrez J and Ortega-Garcia J Bayesian hill-climbing attack and its application to signature verification Proceedings of the 2007 international conference on Advances in Biometrics, (386-395)
- Toh K Error-rate based biometrics fusion Proceedings of the 2007 international conference on Advances in Biometrics, (191-200)
- Lei Z, Li S, Chu R and Zhu X Face recognition with local gabor textons Proceedings of the 2007 international conference on Advances in Biometrics, (49-57)
- Mirzaei A, Zaboli H and Safabakhsh R A neural network string matcher Proceedings of the 12th international conference on Computer analysis of images and patterns, (784-791)
- Igual L, Seguí S, Vitrià J, Azpiroz F and Radeva P Eigenmotion-based detection of intestinal contractions Proceedings of the 12th international conference on Computer analysis of images and patterns, (293-300)
- Sarve H, Johansson C, Lindblad J, Borgefors G and Stenport V Quantification of bone remodeling in the proximity of implants Proceedings of the 12th international conference on Computer analysis of images and patterns, (253-260)
- Gedda M and Svensson S Flexibility description of the MET protein stalk based on the use of non-uniform B-splines Proceedings of the 12th international conference on Computer analysis of images and patterns, (173-180)
- Han S and Kim J Rough set-based decision tree construction algorithm Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I, (710-720)
- Kim T, Chung C and Kim J Improvement on real-time face recognition algorithm using representation of face and priority order matching Proceedings of the 2007 international conference on Computational science and its applications - Volume Part III, (790-797)
- Tan V and Ng S Privacy-preserving sharing of horizontally-distributed private data for constructing accurate classifiers Proceedings of the 1st ACM SIGKDD international conference on Privacy, security, and trust in KDD, (116-137)
- Zhu G, Bethea T and Krishna V Extracting relevant named entities for automated expense reimbursement Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, (1004-1012)
- Yankov D, Keogh E, Medina J, Chiu B and Zordan V Detecting time series motifs under uniform scaling Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, (844-853)
- Wu J, Xiong H, Wu P and Chen J Local decomposition for rare class analysis Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, (814-823)
- Tang W, Xiong H, Zhong S and Wu J Enhancing semi-supervised clustering Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, (707-716)
- Moser F, Ge R and Ester M Joint cluster analysis of attribute and relationship data withouta-priori specification of the number of clusters Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, (510-519)
- Long B, Zhang Z and Yu P A probabilistic framework for relational clustering Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining, (470-479)
- LaViola J Bibliography ACM SIGGRAPH 2007 courses, (48-es)
- LaViola J Sketching and gestures 101 ACM SIGGRAPH 2007 courses, (2-es)
- Lau M, Chai J, Xu Y and Shum H Face poser Proceedings of the 2007 ACM SIGGRAPH/Eurographics symposium on Computer animation, (161-170)
- Maji P and Chaudhuri P (2007). RBFFCA: A Hybrid Pattern Classifier Using Radial Basis Function and Fuzzy Cellular Automata, Fundamenta Informaticae, 78:3, (369-396), Online publication date: 1-Aug-2007.
- Ipeirotis P, Ntoulas A, Cho J and Gravano L (2007). Modeling and managing changes in text databases, ACM Transactions on Database Systems, 32:3, (14-es), Online publication date: 1-Aug-2007.
- Nenadic Z (2007). Information Discriminant Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29:8, (1394-1407), Online publication date: 1-Aug-2007.
- Corazza A and Satta G (2007). Probabilistic Context-Free Grammars Estimated from Infinite Distributions, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29:8, (1379-1393), Online publication date: 1-Aug-2007.
- Wu W, Cheng X, Ding M, Xing K, Liu F and Deng P (2007). Localized Outlying and Boundary Data Detection in Sensor Networks, IEEE Transactions on Knowledge and Data Engineering, 19:8, (1145-1157), Online publication date: 1-Aug-2007.
- Tao Y, Xiao X and Pei J (2007). Efficient Skyline and Top-k Retrieval in Subspaces, IEEE Transactions on Knowledge and Data Engineering, 19:8, (1072-1088), Online publication date: 1-Aug-2007.
- Şensoy M and Yolum P (2007). Ontology-Based Service Representation and Selection, IEEE Transactions on Knowledge and Data Engineering, 19:8, (1102-1115), Online publication date: 1-Aug-2007.
- Omachi S, Omachi M and Aso H (2007). An Approximation Method of the Quadratic Discriminant Function and Its Application to Estimation of High-Dimensional Distribution, IEICE - Transactions on Information and Systems, E90-D:8, (1160-1167), Online publication date: 1-Aug-2007.
- Schaeffer S (2007). Survey, Computer Science Review, 1:1, (27-64), Online publication date: 1-Aug-2007.
- Yeung D, Wang D, Ng W, Tsang E and Wang X (2007). Structured large margin machines, Machine Language, 68:2, (171-200), Online publication date: 1-Aug-2007.
- Díez J, Navarro J and Sala A (2007). A fuzzy clustering algorithm enhancing local model interpretability, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 11:10, (973-983), Online publication date: 1-Aug-2007.
- Yu Y, Harwood D, Yoon K and Davis L (2007). Human appearance modeling for matching across video sequences, Machine Vision and Applications, 18:3-4, (139-149), Online publication date: 1-Aug-2007.
- Vanhala T and Surakka V Recognizing the effects of voluntary facial activations using heart rate patterns Proceedings of the 11th WSEAS International Conference on Computers, (630-634)
- Shah S, Thigpen J and Merchant F Automated cell differentiation in multispectral microscopy Proceedings of the 11th WSEAS International Conference on Computers, (618-623)
- Collins-Thompson K and Callan J Estimation and use of uncertainty in pseudo-relevance feedback Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, (303-310)
- Broder A, Fontoura M, Gabrilovich E, Joshi A, Josifovski V and Zhang T Robust classification of rare queries using web knowledge Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, (231-238)
- Wang F, Zhang C and Li T Regularized clustering for documents Proceedings of the 30th annual international ACM SIGIR conference on Research and development in information retrieval, (95-102)
- Jacobs J, van Engelen L, Kuper J and Smit G Image quantisation on a massively parallel embedded processor Proceedings of the 7th international conference on Embedded computer systems: architectures, modeling, and simulation, (139-148)
- De Lucia A, Risi M, Scanniello G and Tortora G Comparing clustering algorithms for the identification of similar pages in web applications Proceedings of the 7th international conference on Web engineering, (415-420)
- Bobrowski L and Huntsinger R Exploring the linearity of models on the basis of ranked data Proceedings of the 2007 Summer Computer Simulation Conference, (411-418)
- Kim J and Hong K An improved fusion and fission architecture between multi-modalities based on wearable computing Proceedings of the 4th international conference on Ubiquitous Intelligence and Computing, (113-122)
- Giacinto G A nearest-neighbor approach to relevance feedback in content based image retrieval Proceedings of the 6th ACM international conference on Image and video retrieval, (456-463)
- Bailer W and Thallinger G A framework for multimedia content abstraction and its application to rushes exploration Proceedings of the 6th ACM international conference on Image and video retrieval, (146-153)
- Jones J, Bowring J and Harrold M Debugging in Parallel Proceedings of the 2007 international symposium on Software testing and analysis, (16-26)
- Hanna S Defining implicit objective functions for design problems Proceedings of the 9th annual conference on Genetic and evolutionary computation, (2013-2020)
- Küçükural A, Yeniterzi R, Yeniterzi S and Sezerman O Evolutionary selection of minimum number of features for classification of gene expression data using genetic algorithms Proceedings of the 9th annual conference on Genetic and evolutionary computation, (401-406)
- Karthaus V, Donkers H, Grutters J, Herik H and Bosch J Multi-level Clustering in Sarcoidosis Proceedings of the 11th conference on Artificial Intelligence in Medicine, (200-204)
- Perina A, Cristani M, Malerba G, Xumerle L, Murino V and Pignatti P Unsupervised Haplotype Reconstruction and LD Blocks Discovery in a Hidden Markov Framework Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory, (659-665)
- Qaiser N, Hussain M, Qaiser N and Iqbal M Novel approach for rotation invariant texture recognition Proceedings of the Third IASTED International Conference on Computational Intelligence, (191-196)
- Li Y, Fu J and Pollard N (2007). Data-Driven Grasp Synthesis Using Shape Matching and Task-Based Pruning, IEEE Transactions on Visualization and Computer Graphics, 13:4, (732-747), Online publication date: 1-Jul-2007.
- Meytlis M and Sirovich L (2007). On the Dimensionality of Face Space, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29:7, (1262-1267), Online publication date: 1-Jul-2007.
- Castañón C, Fraga J, Fernandez S, Gruber A and da F. Costa L (2007). Biological shape characterization for automatic image recognition and diagnosis of protozoan parasites of the genus Eimeria, Pattern Recognition, 40:7, (1899-1910), Online publication date: 1-Jul-2007.
- Banterle F, Ledda P, Debattista K, Chalmers A and Bloj M (2007). A framework for inverse tone mapping, The Visual Computer: International Journal of Computer Graphics, 23:7, (467-478), Online publication date: 1-Jul-2007.
- You W, Sabirin M and Kim M Moving object tracking in H.264/AVC bitstream Proceedings of the 2007 international conference on Multimedia content analysis and mining, (483-492)
- Lu Y, Tian Q and Huan T Interactive boosting for image classification Proceedings of the 2007 international conference on Multimedia content analysis and mining, (315-324)
- Aradilla G and Bourlard H Posterior-based features and distances in template matching for speech recognition Proceedings of the 4th international conference on Machine learning for multimodal interaction, (204-214)
- Vidal E, Rodríguez L, Casacuberta F and García-Varea I Interactive pattern recognition Proceedings of the 4th international conference on Machine learning for multimodal interaction, (60-71)
- Yektaii M and Bhattacharya P Cumulative global distance for dimension reduction in handwritten digits database Proceedings of the 9th international conference on Advances in visual information systems, (216-222)
- Settembre S Textual entailment using univariate density model and maximizing discriminant function Proceedings of the ACL-PASCAL Workshop on Textual Entailment and Paraphrasing, (95-100)
- Alexa M Extracting the essence from sets of images Proceedings of the Third Eurographics conference on Computational Aesthetics in Graphics, Visualization and Imaging, (113-120)
- Salazar A, Unió J, Serrano A and Gosalbez J Neural networks for defect detection in non-destructive evaluation by sonic signals Proceedings of the 9th international work conference on Artificial neural networks, (638-645)
- Pérez Ó and Sánchez-Montañés M A new learning strategy for classification problems with different training and test distributions Proceedings of the 9th international work conference on Artificial neural networks, (178-185)
- Ye J Least squares linear discriminant analysis Proceedings of the 24th international conference on Machine learning, (1087-1093)
- P Y, Murthy M and Gopal L A fast linear separability test by projection of positive points on subspaces Proceedings of the 24th international conference on Machine learning, (713-720)
- Masnadi-Shirazi H and Vasconcelos N Asymmetric boosting Proceedings of the 24th international conference on Machine learning, (609-619)
- Ding C and Li T Adaptive dimension reduction using discriminant analysis and K-means clustering Proceedings of the 24th international conference on Machine learning, (521-528)
- Grira N and Houle M Best of both Proceedings of the 24th international conference on Machine learning, (313-320)
- Hillel A and Weinshall D Learning distance function by coding similarity Proceedings of the 24th international conference on Machine learning, (65-72)
- Yelisetty S and Namuduri K Image change detection using wireless sensor networks Proceedings of the 3rd IEEE international conference on Distributed computing in sensor systems, (240-252)
- Bettencourt L, Hagberg A and Larkey L Separating the wheat from the chaff Proceedings of the 3rd IEEE international conference on Distributed computing in sensor systems, (223-239)
- Hervás C, Martínez F, Carbonero M, Romero C and Fernández J Evolutionary Combining of Basis Function Neural Networks for Classification Proceedings of the 2nd international work-conference on The Interplay Between Natural and Artificial Computation, Part I: Bio-inspired Modeling of Cognitive Tasks, (447-456)
- Chakraborty D and Pal N Strict Generalization in Multilayered Perceptron Networks Proceedings of the 12th international Fuzzy Systems Association world congress on Foundations of Fuzzy Logic and Soft Computing, (722-731)
- Yom-Tov E and Aridor Y A self-optimized job scheduler for heterogeneous server clusters Proceedings of the 13th international conference on Job scheduling strategies for parallel processing, (169-187)
- Wang F, Li H and Li R Novel nonGaussianity measure based BSS algorithm for dependent signals Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management, (837-844)
- Erman J, Mahanti A, Arlitt M, Cohen I and Williamson C (2007). Semi-supervised network traffic classification, ACM SIGMETRICS Performance Evaluation Review, 35:1, (369-370), Online publication date: 12-Jun-2007.
- Erman J, Mahanti A, Arlitt M, Cohen I and Williamson C Semi-supervised network traffic classification Proceedings of the 2007 ACM SIGMETRICS international conference on Measurement and modeling of computer systems, (369-370)
- Yang J, Min S, Wong C, Kim J and Jung K Dynamic game level generation using on-line learning Proceedings of the 2nd international conference on Technologies for e-learning and digital entertainment, (916-924)
- Haxhimusa Y, Kropatsch W, Pizlo Z, Ion A and Lehrbaum A Approximating TSP solution by MST based graph pyramid Proceedings of the 6th IAPR-TC-15 international conference on Graph-based representations in pattern recognition, (295-306)
- Zhao L, Tohka J and Ruotsalainen U Accurate 3D left-right brain hemisphere segmentation in MR images based on shape bottlenecks and partial volume estimation Proceedings of the 15th Scandinavian conference on Image analysis, (581-590)
- Shimizu I, Sugimoto A and Šára R Graph-based range image registration combining geometric and photometric features Proceedings of the 15th Scandinavian conference on Image analysis, (542-552)
- Scarpa G, Haindl M and Zerubia J A hierarchical texture model for unsupervised segmentation of remotely sensed images Proceedings of the 15th Scandinavian conference on Image analysis, (303-312)
- Mylonas P, Andreou G and Karpouzis K A Collaborative Filtering Approach to Personalized Interactive Entertainment using MPEG-21 Proceedings of the 2007 conference on Emerging Artificial Intelligence Applications in Computer Engineering: Real Word AI Systems with Applications in eHealth, HCI, Information Retrieval and Pervasive Technologies, (173-191)
- Tindale A A hybrid method for extended percussive gesture Proceedings of the 7th international conference on New interfaces for musical expression, (392-393)
- Zigoris P and Jin H Bayesian Methods for Practical Traitor Tracing Proceedings of the 5th international conference on Applied Cryptography and Network Security, (194-206)
- Kim P, Chang H, Song D and Choi J Fast Support Vector Data Description Using K-Means Clustering Proceedings of the 4th international symposium on Neural Networks: Advances in Neural Networks, Part III, (506-514)
- Huang D and Xiang C Recursive Bayesian Linear Discriminant for Classification Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks, (1002-1011)
- Wu T, Tang C, Brown M and Shum H (2007). Natural shadow matting, ACM Transactions on Graphics, 26:2, (8-es), Online publication date: 1-Jun-2007.
- Shilane P and Funkhouser T (2007). Distinctive regions of 3D surfaces, ACM Transactions on Graphics, 26:2, (7-es), Online publication date: 1-Jun-2007.
- Sun Y (2007). Iterative RELIEF for Feature Weighting, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29:6, (1035-1051), Online publication date: 1-Jun-2007.
- Kim T, Kittler J and Cipolla R (2007). Discriminative Learning and Recognition of Image Set Classes Using Canonical Correlations, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29:6, (1005-1018), Online publication date: 1-Jun-2007.
- Kushki A, Plataniotis K and Venetsanopoulos A (2007). Kernel-Based Positioning in Wireless Local Area Networks, IEEE Transactions on Mobile Computing, 6:6, (689-705), Online publication date: 1-Jun-2007.
- Gavrila D and Munder S (2007). Multi-cue Pedestrian Detection and Tracking from a Moving Vehicle, International Journal of Computer Vision, 73:1, (41-59), Online publication date: 1-Jun-2007.
- Guillén A, Rojas I, González J, Pomares H, Herrera L, Valenzuela O and Rojas F (2007). Output value-based initialization for radial basis function neural networks, Neural Processing Letters, 25:3, (209-225), Online publication date: 1-Jun-2007.
- Chen N and Blostein D (2007). A survey of document image classification: problem statement, classifier architecture and performance evaluation, International Journal on Document Analysis and Recognition, 10:1, (1-16), Online publication date: 1-Jun-2007.
- Cao K and Zhu Q Belief Combination for Uncertainty Reduction in Microarray Gene Expression Pattern Analysis Proceedings of the 7th international conference on Computational Science, Part III: ICCS 2007, (844-851)
- Benediktsson J, Chanussot J and Fauvel M Multiple classifier systems in remote sensing Proceedings of the 7th international conference on Multiple classifier systems, (501-512)
- Kryszczuk K and Drygajlo A Q-stack Proceedings of the 7th international conference on Multiple classifier systems, (367-376)
- Tronci R, Giacinto G and Roli F Index driven combination of multiple biometric experts for AUC maximisation Proceedings of the 7th international conference on Multiple classifier systems, (357-366)
- Silva H and Fred A Feature subspace ensembles Proceedings of the 7th international conference on Multiple classifier systems, (261-270)
- Bicego M, Pekalska E and Duin R Group-induced vector spaces Proceedings of the 7th international conference on Multiple classifier systems, (190-199)
- Lu Y, Tian Q and Huang T Interactive boosting for image classification Proceedings of the 7th international conference on Multiple classifier systems, (180-189)
- Sun S Ensemble learning methods for classifying EEG signals Proceedings of the 7th international conference on Multiple classifier systems, (113-120)
- Sun S An improved random subspace method and its application to EEG signal classification Proceedings of the 7th international conference on Multiple classifier systems, (103-112)
- Mohamed T, El Gayar N and Atiya A A co-training approach for time series prediction with missing data Proceedings of the 7th international conference on Multiple classifier systems, (93-102)
- Raudys S, Baykan Ö, Babalik A, Denisov V and Bielskis A Classifiers fusion in recognition of wheat varieties Proceedings of the 7th international conference on Multiple classifier systems, (62-71)
- Gerber M, Kaufmann T and Pfister B Perceptron-based class verification Proceedings of the 2007 international conference on Advances in nonlinear speech processing, (124-131)
- Zhao J, Li X and Dong Z Online rare events detection Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining, (1114-1121)
- Park N and Lee W Approximate trace of grid-based clusters over high dimensional data streams Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining, (753-760)
- Jasso H, Fountain T, Baru C, Hodgkiss W, Reich D and Warner K Prediction of 9-1-1 call volumes for emergency event detection Proceedings of the 8th annual international conference on Digital government research: bridging disciplines & domains, (148-154)
- Yao Y Decision-theoretic rough set models Proceedings of the 2nd international conference on Rough sets and knowledge technology, (1-12)
- Fayyaz M, Khan A, Mujahid A and Kavokin A Using multi level nearest neighbor classifiers for G-protein coupled receptor sub-families prediction Proceedings of the 3rd international conference on Bioinformatics research and applications, (564-576)
- Shaik J and Yeasin M Ranking function based on higher order statistics (RF-HOS)for two-sample microarray experiments Proceedings of the 3rd international conference on Bioinformatics research and applications, (97-108)
- Sugiyama M (2007). Dimensionality Reduction of Multimodal Labeled Data by Local Fisher Discriminant Analysis, The Journal of Machine Learning Research, 8, (1027-1061), Online publication date: 1-May-2007.
- Biehl M, Ghosh A and Hammer B (2007). Dynamics and Generalization Ability of LVQ Algorithms, The Journal of Machine Learning Research, 8, (323-360), Online publication date: 1-May-2007.
- Dasgupta S and Schulman L (2007). A Probabilistic Analysis of EM for Mixtures of Separated, Spherical Gaussians, The Journal of Machine Learning Research, 8, (203-226), Online publication date: 1-May-2007.
- Alaiz-Rodríguez R, Guerrero-Curieses A and Cid-Sueiro J (2007). Minimax Regret Classifier for Imprecise Class Distributions, The Journal of Machine Learning Research, 8, (103-130), Online publication date: 1-May-2007.
- Teboulle M (2007). A Unified Continuous Optimization Framework for Center-Based Clustering Methods, The Journal of Machine Learning Research, 8, (65-102), Online publication date: 1-May-2007.
- Haran M, Karr A, Last M, Orso A, A. Porter A, Sanil A and Fouche S (2007). Techniques for Classifying Executions of Deployed Software to Support Software Engineering Tasks, IEEE Transactions on Software Engineering, 33:5, (287-304), Online publication date: 1-May-2007.
- Jayadeva , Khemchandani R and Chandra S (2007). Twin Support Vector Machines for Pattern Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29:5, (905-910), Online publication date: 1-May-2007.
- Huang C, Liu M, Chu S and Cheng C (2007). An intelligent learning diagnosis system for Web-based thematic learning platform, Computers & Education, 48:4, (658-679), Online publication date: 1-May-2007.
- Lei H and Govindaraju V (2007). Generalized regression model for sequence matching and clustering, Knowledge and Information Systems, 12:1, (77-94), Online publication date: 1-May-2007.
- Vieira D, Vasconcelos J and Caminhas W (2007). Controlling the parallel layer perceptron complexity using a multiobjective learning algorithm, Neural Computing and Applications, 16:4-5, (317-325), Online publication date: 1-May-2007.
- Fogarty J and Hudson S Toolkit support for developing and deploying sensor-based statistical models of human situations Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, (135-144)
- Harmon C, Ahammad P, Hammonds A, Weiszmann R, Celniker S, Sastry S and Rubin G Comparative analysis of spatial patterns of gene expression in Drosophila melanogaster imaginal discs Proceedings of the 11th annual international conference on Research in computational molecular biology, (533-547)
- Kannan A, Emili A and Frey B A Bayesian model that links microarray mRNA measurements to mass spectrometry protein measurements Proceedings of the 11th annual international conference on Research in computational molecular biology, (325-338)
- Park A, Jung I, Baek S, Kim J and Na S An improvement on the detection of skin cancer based on Raman spectroscopy Proceedings of the 7th WSEAS International Conference on Multimedia Systems & Signal Processing, (125-128)
- Trudgian D and Yang Z Substitution matrix optimisation for peptide classification Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics, (291-300)
- Hernandez J, Duval B and Hao J A genetic embedded approach for gene selection and classification of microarray data Proceedings of the 5th European conference on Evolutionary computation, machine learning and data mining in bioinformatics, (90-101)
- Koh E, Nam M and Rhee P A Context-Driven Bayesian Classification Method for Eye Location Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II, (517-524)
- Cyganek B Circular Road Signs Recognition with Affine Moment Invariants and the Probabilistic Neural Classifier Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II, (508-516)
- Tadeusiewicz R and Ogiela M Why Automatic Understanding? Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II, (477-491)
- Kim E, Jeong J, Pae H and Lee B A New Feature Selection Method for Improving the Precision of Diagnosing Abnormal Protein Sequences by Support Vector Machine and Vectorization Method Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II, (364-372)
- Raudys S Evolution of Multi-class Single Layer Perceptron Proceedings of the 8th international conference on Adaptive and Natural Computing Algorithms, Part II, (1-10)
- Sabato S, Yom-Tov E, Tsherniak A and Rosset S Analyzing system logs Proceedings of the 2nd USENIX workshop on Tackling computer systems problems with machine learning techniques, (1-7)
- Nehme R and Rundensteiner E Clustersheddy Proceedings of the 12th international conference on Database systems for advanced applications, (637-651)
- Masegosa A, Joho H and Jose J Evaluating query-independent object features for relevancy prediction Proceedings of the 29th European conference on IR research, (283-294)
- Marcel S and Millan J (2007). Person Authentication Using Brainwaves (EEG) and Maximum A Posteriori Model Adaptation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29:4, (743-752), Online publication date: 1-Apr-2007.
- Sim T, Zhang S, Janakiraman R and Kumar S (2007). Continuous Verification Using Multimodal Biometrics, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29:4, (687-700), Online publication date: 1-Apr-2007.
- Bulacu M and Schomaker L (2007). Text-Independent Writer Identification and Verification Using Textural and Allographic Features, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29:4, (701-717), Online publication date: 1-Apr-2007.
- Kasten E and McKinley P (2007). MESO, IEEE Transactions on Knowledge and Data Engineering, 19:4, (485-499), Online publication date: 1-Apr-2007.
- Lerner B, Yeshaya J and Koushnir L (2007). On the Classification of a Small Imbalanced Cytogenetic Image Database, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 4:2, (204-215), Online publication date: 1-Apr-2007.
- Lu Y, Tian Q, Liu F, Sanchez M and Wang Y (2007). Interactive Semisupervised Learning for Microarray Analysis, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 4:2, (190-203), Online publication date: 1-Apr-2007.
- Ahmadi A, Karray F and Kamel M Multiple Cooperating Swarms for Data Clustering Proceedings of the 2007 IEEE Swarm Intelligence Symposium, (206-212)
- Miwa M, Yokoyama D and Chikayama T Automatic Generation of Evaluation Features for Computer Game Players Proceedings of the 2007 IEEE Symposium on Computational Intelligence and Games, (268-275)
- Chella A, Dindo H and Infantino I (2007). IMITATION LEARNING AND ANCHORING THROUGH CONCEPTUAL SPACES, Applied Artificial Intelligence, 21:4-5, (343-359), Online publication date: 1-Apr-2007.
- Shah C, Varshney P and Arora M (2007). ICA mixture model algorithm for unsupervised classification of remote sensing imagery, International Journal of Remote Sensing, 28:8, (1711-1731), Online publication date: 1-Apr-2007.
- Lee C (2007). Improving classification performance using unlabeled data, Knowledge-Based Systems, 20:3, (220-224), Online publication date: 1-Apr-2007.
- Yamamoto Y and Takagi T (2007). Biomedical knowledge navigation by literature clustering, Journal of Biomedical Informatics, 40:2, (114-130), Online publication date: 1-Apr-2007.
- Jung S and Yoo J A robust eye detection method in facial region Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques, (596-606)
- Park J, Yoon H and Lee G Automatic segmentation of natural scene images based on chromatic and achromatic components Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques, (482-493)
- dos Santos W, de Souza R, e Silva A and Filho P Evaluation of Alzheimer's disease by analysis of MR images using multilayer perceptrons, polynomial nets and Kohonen LVQ classifiers Proceedings of the 3rd international conference on Computer vision/computer graphics collaboration techniques, (12-22)
- Brooks P and Lee E Mixed integer programming constrained discrimination model for credit screening Proceedings of the 2007 spring simulation multiconference - Volume 3, (127-132)
- Kisner T, Essoh A and Kaderali F Statistical texture analysis methods for network traffic classification Proceedings of the Fourth IASTED Asian Conference on Communication Systems and Networks, (158-163)
- Kawabe T A control method with brain machine interface for man-machine systems Proceedings of the 11th WSEAS International Conference on Applied Mathematics, (80-85)
- Buchtala O and Sick B Functional knowledge exchange within an intelligent distributed system Proceedings of the 20th international conference on Architecture of computing systems, (126-141)
- Carneiro G, Chan A, Moreno P and Vasconcelos N (2007). Supervised Learning of Semantic Classes for Image Annotation and Retrieval, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29:3, (394-410), Online publication date: 1-Mar-2007.
- Williams D, Liao X, Xue Y, Carin L and Krishnapuram B (2007). On Classification with Incomplete Data, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29:3, (427-436), Online publication date: 1-Mar-2007.
- Gaddam S, Phoha V and Balagani K (2007). K-Means+ID3, IEEE Transactions on Knowledge and Data Engineering, 19:3, (345-354), Online publication date: 1-Mar-2007.
- Nasios N and Bors A (2007). Kernel-based classification using quantum mechanics, Pattern Recognition, 40:3, (875-889), Online publication date: 1-Mar-2007.
- Savas B and Eldén L (2007). Handwritten digit classification using higher order singular value decomposition, Pattern Recognition, 40:3, (993-1003), Online publication date: 1-Mar-2007.
- Ferrari R, Zhang H and Kube C (2007). Real-time detection of steam in video images, Pattern Recognition, 40:3, (1148-1159), Online publication date: 1-Mar-2007.
- Brun M, Sima C, Hua J, Lowey J, Carroll B, Suh E and Dougherty E (2007). Model-based evaluation of clustering validation measures, Pattern Recognition, 40:3, (807-824), Online publication date: 1-Mar-2007.
- Cheng S and Shih F (2007). An improved incremental training algorithm for support vector machines using active query, Pattern Recognition, 40:3, (964-971), Online publication date: 1-Mar-2007.
- Kakumanu P, Makrogiannis S and Bourbakis N (2007). A survey of skin-color modeling and detection methods, Pattern Recognition, 40:3, (1106-1122), Online publication date: 1-Mar-2007.
- Lumini A and Nanni L (2007). An improved BioHashing for human authentication, Pattern Recognition, 40:3, (1057-1065), Online publication date: 1-Mar-2007.
- Izo T and Grimson W (2007). Simultaneous pose recovery and camera registration from multiple views of a walking person, Image and Vision Computing, 25:3, (342-351), Online publication date: 1-Mar-2007.
- Pulkkinen P and Koivisto H (2007). Identification of interpretable and accurate fuzzy classifiers and function estimators with hybrid methods, Applied Soft Computing, 7:2, (520-533), Online publication date: 1-Mar-2007.
- Alami J, Imrani A and Bouroumi A (2007). A multipopulation cultural algorithm using fuzzy clustering, Applied Soft Computing, 7:2, (506-519), Online publication date: 1-Mar-2007.
- Silva H and Fred A Pairwise vs global multi-class wrapper feature selection Proceedings of the 6th Conference on 6th WSEAS Int. Conf. on Artificial Intelligence, Knowledge Engineering and Data Bases - Volume 6, (1-6)
- Yan W and Kankanhalli M (2007). Multimedia simplification for optimized MMS synthesis, ACM Transactions on Multimedia Computing, Communications, and Applications, 3:1, (5-es), Online publication date: 1-Feb-2007.
- Bazi Y, Bruzzone L and Melgani F (2007). Image thresholding based on the EM algorithm and the generalized Gaussian distribution, Pattern Recognition, 40:2, (619-634), Online publication date: 1-Feb-2007.
- Chen Y, Hung Y, Yen T and Fuh C (2007). Fast and versatile algorithm for nearest neighbor search based on a lower bound tree, Pattern Recognition, 40:2, (360-375), Online publication date: 1-Feb-2007.
- Cao F, Delon J, Desolneux A, Musé P and Sur F (2007). A Unified Framework for Detecting Groups and Application to Shape Recognition, Journal of Mathematical Imaging and Vision, 27:2, (91-119), Online publication date: 1-Feb-2007.
- Mu T, Nandi A and Rangayyan R Pairwise Rayleigh quotient classifier with application to the analysis of breast tumors Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, (356-361)
- Aharonson V, Nehmadi N and Messer H Automatic emotional stimulus identification from facial expressions Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, (333-337)
- Xu Y A feature extraction approach based on typical samples and its application to face recognition Proceedings of the Fourth IASTED International Conference on Signal Processing, Pattern Recognition, and Applications, (315-320)
- Amershi S and Conati C Unsupervised and supervised machine learning in user modeling for intelligent learning environments Proceedings of the 12th international conference on Intelligent user interfaces, (72-81)
- Gao Y, Hu R, Jiao L, Zhou W and Zhang X Recognition of SAR occluded targets using SVM Proceedings of the 13th International conference on Multimedia Modeling - Volume Part II, (423-432)
- Fan W, Wang T, Bouguet J, Hu W, Zhang Y and Yeung D Semi-supervised cast indexing for feature-length films Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I, (625-635)
- Xiao Y, Chua T and Lee C Fusion of region and image-based techniques for automatic image annotation Proceedings of the 13th international conference on Multimedia Modeling - Volume Part I, (247-258)
- Blanz V A learning-based high-level human computer interface for face modeling and animation Proceedings of the ICMI 2006 and IJCAI 2007 international conference on Artifical intelligence for human computing, (296-315)
- Roy D and Kaelbling L Efficient Bayesian task-level transfer learning Proceedings of the 20th international joint conference on Artifical intelligence, (2599-2604)
- Sridharan M and Stone P Color learning on a mobile robot Proceedings of the 20th international joint conference on Artifical intelligence, (2212-2217)
- Zhu X, Wu X, Khoshgoftaar T and Shi Y An empirical study of the noise impact on cost-sensitive learning Proceedings of the 20th international joint conference on Artifical intelligence, (1168-1173)
- Nie F, Xiang S and Zhang C Neighborhood MinMax projections Proceedings of the 20th international joint conference on Artifical intelligence, (993-998)
- Cai D, He X, Zhou K, Han J and Bao H Locality sensitive discriminant analysis Proceedings of the 20th international joint conference on Artifical intelligence, (708-713)
- Bayoudh S, Miclet L and Delhay A Learning by analogy Proceedings of the 20th international joint conference on Artifical intelligence, (678-683)
- Jankowski A and Skowron A A wistech paradigm for intelligent systems Transactions on rough sets VI, (94-132)
- Pavan M and Pelillo M (2007). Dominant Sets and Pairwise Clustering, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29:1, (167-172), Online publication date: 1-Jan-2007.
- Osadchy M, Jacobs D and Lindenbaum M (2007). Surface Dependent Representations for Illumination Insensitive Image Comparison, IEEE Transactions on Pattern Analysis and Machine Intelligence, 29:1, (98-111), Online publication date: 1-Jan-2007.
- Elmagarmid A, Ipeirotis P and Verykios V (2007). Duplicate Record Detection, IEEE Transactions on Knowledge and Data Engineering, 19:1, (1-16), Online publication date: 1-Jan-2007.
- Gupta L, Pathangay V, Patra A, Dyana A and Das S (2007). Indoor versus outdoor scene classification using probabilistic neural network, EURASIP Journal on Advances in Signal Processing, 2007:1, (123-123), Online publication date: 1-Jan-2007.
- Chiang C, Hung Y and Lee G (2007). A learning state-space model for image retrieval, EURASIP Journal on Advances in Signal Processing, 2007:1, (180-180), Online publication date: 1-Jan-2007.
- Shutin D, Kubin G and Fleury B (2007). Application of the evidence procedure to the estimation of wireless channels, EURASIP Journal on Advances in Signal Processing, 2007:1, (71-71), Online publication date: 1-Jan-2007.
- Lan T, Erdogmus D, Adami A, Mathan S and Pavel M (2007). Channel selection and feature projection for cognitive load estimation using ambulatory EEG, Computational Intelligence and Neuroscience, 2007, (8-8), Online publication date: 1-Jan-2007.
- Awad M, Jiang X and Motai Y (2007). Incremental support vector machine framework for visual sensor networks, EURASIP Journal on Advances in Signal Processing, 2007:1, (222-222), Online publication date: 1-Jan-2007.
- Cheng Z, Devarajan D and Radke R (2007). Determining vision graphs for distributed camera networks using feature digests, EURASIP Journal on Advances in Signal Processing, 2007:1, (220-220), Online publication date: 1-Jan-2007.
- Cataltepe Z, Yaslan Y and Sonmez A (2007). Music genre classification using MIDI and audio features, EURASIP Journal on Advances in Signal Processing, 2007:1, (150-150), Online publication date: 1-Jan-2007.
- Akgül C, Sankur B, Yemez Y and Schmitt F (2007). Density-based 3D shape descriptors, EURASIP Journal on Advances in Signal Processing, 2007:1, (209-209), Online publication date: 1-Jan-2007.
- Li W, Takeda K and Itakura F (2007). Robust in-car speech recognition based on nonlinear multiple regressions, EURASIP Journal on Advances in Signal Processing, 2007:1, (5-5), Online publication date: 1-Jan-2007.
- Lai Y, Zhou Q, Hu S, Wallner J and Pottmann H (2007). Robust Feature Classification and Editing, IEEE Transactions on Visualization and Computer Graphics, 13:1, (34-45), Online publication date: 1-Jan-2007.
- Xu R, Anagnostopoulos G and Wunsch D (2007). Multiclass Cancer Classification Using Semisupervised Ellipsoid ARTMAP and Particle Swarm Optimization with Gene Expression Data, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 4:1, (65-77), Online publication date: 1-Jan-2007.
- Shah M, Javed O and Shafique K (2007). Automated Visual Surveillance in Realistic Scenarios, IEEE MultiMedia, 14:1, (30-39), Online publication date: 1-Jan-2007.
- Sharp R, Ridgway R, Mosaliganti K, Wenzel P, Pan T, de Bruin A, Machiraju R, Huang K, Leone G and Saltz J (2007). Volume Rendering Phenotype Differences in Mouse Placenta Microscopy Data, Computing in Science and Engineering, 9:1, (38-47), Online publication date: 1-Jan-2007.
- Lee D and Lee J (2007). Domain described support vector classifier for multi-classification problems, Pattern Recognition, 40:1, (41-51), Online publication date: 1-Jan-2007.
- Nassar D and Ammar H (2007). A neural network system for matching dental radiographs, Pattern Recognition, 40:1, (65-79), Online publication date: 1-Jan-2007.
- Chen S, Zhao H, Kong M and Luo B (2007). 2D-LPP, Neurocomputing, 70:4-6, (912-921), Online publication date: 1-Jan-2007.
- Jia J, Cai L, Lu P and Liu X (2007). Fingerprint matching based on weighting method and the SVM, Neurocomputing, 70:4-6, (849-858), Online publication date: 1-Jan-2007.
- Wang J, Neskovic P and Cooper L (2007). Bayes classification based on minimum bounding spheres, Neurocomputing, 70:4-6, (801-808), Online publication date: 1-Jan-2007.
- Xu Y, Zhang D, Song F, Yang J, Jing Z and Li M (2007). Letters, Neurocomputing, 70:4-6, (1056-1061), Online publication date: 1-Jan-2007.
- Yang K and Shahabi C (2007). An efficient k nearest neighbor search for multivariate time series, Information and Computation, 205:1, (65-98), Online publication date: 1-Jan-2007.
- Skowron A Approximate Reasoning in MAS Proceedings of the 2006 IEEE/WIC/ACM International Conference on Web Intelligence, (12-18)
- Skowron A Approximate Reasoning in MAS Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology, (12-18)
- McCarey F, Cinneide M and Kushmerick N A Recommender Agent for Software Libraries Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology, (154-162)
- Rehak M, Gregor M, Pechoucek M and Bradshaw J Representing Context for Multiagent Trust Modeling Proceedings of the IEEE/WIC/ACM international conference on Intelligent Agent Technology, (737-746)
- Tang K and Leung H Reconstructing the correct writing sequence from a set of chinese character strokes Proceedings of the 21st international conference on Computer Processing of Oriental Languages: beyond the orient: the research challenges ahead, (333-344)
- Jankowski A and Skowron A Toward perception based computing Proceedings of the 1st WICI international conference on Web intelligence meets brain informatics, (122-142)
- Nandedkar A and Biswas P Object recognition using reflex fuzzy min-max neural network with floating neurons Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing, (597-609)
- Alahari K and Jawahar C Discriminative actions for recognising events Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing, (552-563)
- Guha P, Mukerjee A and Venkatesh K Spatio-temporal discovery Proceedings of the 5th Indian conference on Computer Vision, Graphics and Image Processing, (516-527)
- Chao Y, Wang H and Chang R A novel alternative hypothesis characterization using kernel classifiers for LLR-Based speaker verification Proceedings of the 5th international conference on Chinese Spoken Language Processing, (506-517)
- Fujisawa H How to compose a complex document recognition system Proceedings of the 2006 international workshop on Research issues in digital libraries, (1-7)
- Zhang Q and Izquierdo E A bayesian network approach to multi-feature based image retrieval Proceedings of the First international conference on Semantic and Digital Media Technologies, (138-147)
- Zhan C, Li W, Ogunbona P and Safaei F Facial expression recognition for multiplayer online games Proceedings of the 3rd Australasian conference on Interactive entertainment, (52-58)
- Rudrapatna M and Sowmya A Feature weighted minimum distance classifier with multi-class confidence estimation Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence, (253-263)
- Bedo J, Sanderson C and Kowalczyk A An efficient alternative to SVM based recursive feature elimination with applications in natural language processing and bioinformatics Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence, (170-180)
- Sokolova M, Japkowicz N and Szpakowicz S Beyond accuracy, f-score and ROC Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence, (1015-1021)
- Cesa-Bianchi N, Gentile C and Zaniboni L (2006). Worst-Case Analysis of Selective Sampling for Linear Classification, The Journal of Machine Learning Research, 7, (1205-1230), Online publication date: 1-Dec-2006.
- Ye J and Xiong T (2006). Computational and Theoretical Analysis of Null Space and Orthogonal Linear Discriminant Analysis, The Journal of Machine Learning Research, 7, (1183-1204), Online publication date: 1-Dec-2006.
- Liu T, Moore A and Gray A (2006). New Algorithms for Efficient High-Dimensional Nonparametric Classification, The Journal of Machine Learning Research, 7, (1135-1158), Online publication date: 1-Dec-2006.
- Ryabko D (2006). Pattern Recognition for Conditionally Independent Data, The Journal of Machine Learning Research, 7, (645-664), Online publication date: 1-Dec-2006.
- Gao J, Nie J and Zhou M (2006). Statistical query translation models for cross-language information retrieval, ACM Transactions on Asian Language Information Processing, 5:4, (323-359), Online publication date: 1-Dec-2006.
- Tikk D, Kardkovács Z and Szidarovszky F (2006). Voting with a parameterized veto strategy, ACM SIGKDD Explorations Newsletter, 8:2, (53-62), Online publication date: 1-Dec-2006.
- Vijaya P, Narasimha Murty M and Subramanian D (2006). Efficient bottom-up hybrid hierarchical clustering techniques for protein sequence classification, Pattern Recognition, 39:12, (2344-2355), Online publication date: 1-Dec-2006.
- Raudys Š (2006). Trainable fusion rules. II. Small sample-size effects, Neural Networks, 19:10, (1517-1527), Online publication date: 1-Dec-2006.
- Wozniak M (2006). Proposition of common classifier construction for pattern recognition with context task, Knowledge-Based Systems, 19:8, (617-624), Online publication date: 1-Dec-2006.
- Banterle F, Ledda P, Debattista K and Chalmers A Inverse tone mapping Proceedings of the 4th international conference on Computer graphics and interactive techniques in Australasia and Southeast Asia, (349-356)
- Chen Y, Li Y, Cheng X and Guo L Survey and taxonomy of feature selection algorithms in intrusion detection system Proceedings of the Second SKLOIS conference on Information Security and Cryptology, (153-167)
- Kim S, Lele S, Ramalingam S and Fox E Visualizing user communities and usage trends of digital libraries based on user tracking information Proceedings of the 9th international conference on Asian Digital Libraries: achievements, Challenges and Opportunities, (111-120)
- Gil-García R and Pons-Porrata A A new nearest neighbor rule for text categorization Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications, (814-823)
- Lukin V, Ponomarenko N, Kurekin A, Lever K, Pogrebnyak O and Fernandez L Approaches to classification of multichannel images Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications, (794-803)
- Cruz-Ramírez N, Acosta-Mesa H, Barrientos-Martínez R and Nava-Fernández L Diagnosis of chronic idiopathic inflammatory bowel disease using bayesian networks Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications, (706-715)
- Rueda L and Herrera M A new approach to multi-class linear dimensionality reduction Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications, (634-643)
- Rueda L and Herrera M A theoretical comparison of two linear dimensionality reduction techniques Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications, (624-633)
- Bonet I, Saeys Y, Ábalo R, García M, Sanchez R and Van de Peer Y Feature extraction using clustering of protein Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications, (614-623)
- Haindl M, Somol P, Ververidis D and Kotropoulos C Feature selection based on mutual correlation Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications, (569-577)
- Koktas N, Yalabik N and Yavuzer G Combining neural networks for gait classification Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications, (381-388)
- Lindemann C and Littig L Coarse-grained classification of web sites by their structural properties Proceedings of the 8th annual ACM international workshop on Web information and data management, (35-42)
- Kalashnikov D, Ma Y, Mehrotra S, Hariharan R and Butts C Modeling and querying uncertain spatial information for situational awareness applications Proceedings of the 14th annual ACM international symposium on Advances in geographic information systems, (131-138)
- Schuldt A, Gottfried B and Herzog O A compact shape representation for linear geographical objects Proceedings of the 14th annual ACM international symposium on Advances in geographic information systems, (51-58)
- Lu Y, Peng F, Li X and Ahmed N Coupling feature selection and machine learning methods for navigational query identification Proceedings of the 15th ACM international conference on Information and knowledge management, (682-689)
- Su W, Wang J, Huang Q and Lochovsky F Query result ranking over e-commerce web databases Proceedings of the 15th ACM international conference on Information and knowledge management, (575-584)
- Goldin D, Mardales R and Nagy G In search of meaning for time series subsequence clustering Proceedings of the 15th ACM international conference on Information and knowledge management, (347-356)
- Xu Y, Wang K, Fu A, She R and Pei J Classification spanning correlated data streams Proceedings of the 15th ACM international conference on Information and knowledge management, (132-141)
- Park C, Paek I and Paik J Improved face recognition using extended modular principal component analysis Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I, (599-607)
- de Aguiar E, Theobalt C and Seidel H Automatic learning of articulated skeletons from 3d marker trajectories Proceedings of the Second international conference on Advances in Visual Computing - Volume Part I, (485-494)
- Ichihashi H, Honda K and Notsu A Postsupervised hard c-means classifier Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing, (918-927)
- Miyamoto S and Hayakawa S A fuzzy neighborhood model for clustering, classification, and approximations Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing, (882-890)
- Blanz V Computing human faces for human viewers Proceedings of the 8th international conference on Multimodal interfaces, (249-256)
- Liang D, Huang Q, Gao W and Yao H Online selection of discriminative features using bayes error rate for visual tracking Proceedings of the 7th Pacific Rim conference on Advances in Multimedia Information Processing, (547-555)
- Kuncheva L and Vetrov D (2006). Evaluation of Stability of k-Means Cluster Ensembles with Respect to Random Initialization, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:11, (1798-1808), Online publication date: 1-Nov-2006.
- Qiao Y, Nishiara M and Yasuhara M (2006). A Framework Toward Restoration of Writing Order from Single-Stroked Handwriting Image, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:11, (1724-1737), Online publication date: 1-Nov-2006.
- Lu H, Ooi B, Shen H and Xue X (2006). Hierarchical Indexing Structure for Efficient Similarity Search in Video Retrieval, IEEE Transactions on Knowledge and Data Engineering, 18:11, (1544-1559), Online publication date: 1-Nov-2006.
- Guo Y, Wu L, Lu H, Feng Z and Xue X (2006). Rapid and brief communication, Pattern Recognition, 39:11, (2248-2251), Online publication date: 1-Nov-2006.
- Kostin A (2006). A simple and fast multi-class piecewise linear pattern classifier, Pattern Recognition, 39:11, (1949-1962), Online publication date: 1-Nov-2006.
- Ogiela M, Tadeusiewicz R and Ogiela L (2006). Image languages in intelligent radiological palm diagnostics, Pattern Recognition, 39:11, (2157-2165), Online publication date: 1-Nov-2006.
- Calderara S, Melli R, Prati A and Cucchiara R Reliable background suppression for complex scenes Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks, (211-214)
- Calderara S, Cucchiara R and Prati A Multimedia surveillance Proceedings of the 4th ACM international workshop on Video surveillance and sensor networks, (95-100)
- McCall J and Trivedi M Driver monitoring for a human-centered driver assistance system Proceedings of the 1st ACM international workshop on Human-centered multimedia, (115-122)
- Zhang R, Sarukkai R, Chow J, Dai W and Zhang Z Joint categorization of queries and clips for web-based video search Proceedings of the 8th ACM international workshop on Multimedia information retrieval, (193-202)
- Lu L and Hanjalic A Towards optimal audio "keywords" detection for audio content analysis and discovery Proceedings of the 14th ACM international conference on Multimedia, (825-834)
- van Gemert J, Snoek C, Veenman C and Smeulders A The influence of cross-validation on video classification performance Proceedings of the 14th ACM international conference on Multimedia, (695-698)
- Yu J and Tian Q Learning image manifolds by semantic subspace projection Proceedings of the 14th ACM international conference on Multimedia, (297-306)
- Wang H, Yan S, Huang T and Tang X Maximum unfolded embedding Proceedings of the 14th ACM international conference on Multimedia, (45-48)
- Divakaran D, Murthy H and Gonsalves T Traffic modeling and classification using packet train length and packet train size Proceedings of the 6th IEEE international conference on IP Operations and Management, (1-12)
- Rueda L and Herrera M A new linear dimensionality reduction technique based on chernoff distance Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence, (299-308)
- Campiteli M, Martinez A and Bruno O An image analysis methodology based on deterministic tourist walks Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence, (159-167)
- Baillie M, Azzopardi L and Crestani F Adaptive query-based sampling of distributed collections Proceedings of the 13th international conference on String Processing and Information Retrieval, (316-328)
- Sanin C and Szczerbicki E Similarity metrics for set of experience knowledge structure Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I, (663-670)
- Papageorgiou E, Georgoulas G, Stylios C, Nikiforidis G and Groumpos P Combining fuzzy cognitive maps with support vector machines for bladder tumor grading Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I, (515-523)
- Lee C A semi-naive bayesian learning method for utilizing unlabeled data Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I, (187-194)
- Li W, Shi T and Ding K Gear crack detection using kernel function approximation Proceedings of the 13th international conference on Neural information processing - Volume Part III, (535-544)
- Mao Y, Boqin F, Li Z and Yao L Neural networks based automated test oracle for software testing Proceedings of the 13th international conference on Neural information processing - Volume Part III, (498-507)
- Nguyen H and Ohn S DRFE Proceedings of the 13th international conference on Neural information processing - Volume Part III, (1-10)
- Minohara T Fault tolerant training of neural networks for learning vector quantization Proceedings of the 13th international conference on Neural Information Processing - Volume Part II, (786-795)
- Xu L, Xiao B, Wang C and Dai R A novel multistage classification strategy for handwriting chinese character recognition using local linear discriminant analysis Proceedings of the 13th international conference on Neural Information Processing - Volume Part II, (31-39)
- de A. Bresolin A, Neto A and Alsina P A new hierarchical decision structure using wavelet packet and SVM for brazilian phonemes recognition Proceedings of the 13th international conference on Neural Information Processing - Volume Part II, (159-166)
- Nguyen H and Ohn S Unified kernel function and its training method for SVM Proceedings of the 13 international conference on Neural Information Processing - Volume Part I, (792-800)
- Tian M, Luo S, Liao L and Zhao L Top-down attention guided object detection Proceedings of the 13 international conference on Neural Information Processing - Volume Part I, (193-202)
- Cantador I and Castells P Multilayered semantic social network modeling by ontology-based user profiles clustering Proceedings of the 15th international conference on Managing Knowledge in a World of Networks, (334-349)
- Ward J, Lukowicz P, Troster G and Starner T (2006). Activity Recognition of Assembly Tasks Using Body-Worn Microphones and Accelerometers, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:10, (1553-1567), Online publication date: 1-Oct-2006.
- Markou M and Singh S (2006). A Neural Network-Based Novelty Detector for Image Sequence Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:10, (1664-1677), Online publication date: 1-Oct-2006.
- Ye J, Janardan R, Li Q and Park H (2006). Feature Reduction via Generalized Uncorrelated Linear Discriminant Analysis, IEEE Transactions on Knowledge and Data Engineering, 18:10, (1312-1322), Online publication date: 1-Oct-2006.
- Stork D and Johnson M (2006). Computer Vision, Image Analysis, and Master Art, IEEE MultiMedia, 13:4, (12-17), Online publication date: 1-Oct-2006.
- Toh K (2006). Training a reciprocal-sigmoid classifier by feature scaling-space, Machine Language, 65:1, (273-308), Online publication date: 1-Oct-2006.
- Sun N, Pavlidis I, Garbey M and Fei J Harvesting the thermal cardiac pulse signal Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II, (569-576)
- Learned-Miller E, Lu Q, Paisley A, Trainer P, Blanz V, Dedden K and Miller R Detecting acromegaly Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II, (495-503)
- Wang K, Jiang T, Liang M, Wang L, Tian L, Zhang X, Li K and Liu Z Discriminative analysis of early alzheimer’s disease based on two intrinsically anti-correlated networks with resting-state fMRI Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II, (340-347)
- Oliver A, Freixenet J, Martí R and Zwiggelaar R A comparison of breast tissue classification techniques Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II, (872-879)
- Nain D, Haker S, Bobick A and Tannenbaum A Shape-Driven 3d segmentation using spherical wavelets Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I, (66-74)
- Guo F, Zhen L, Ge Y and Zhang Y An efficient candidate set size reduction method for coarse-classification in Chinese handwriting recognition Proceedings of the 2006 conference on Arabic and Chinese handwriting recognition, (152-160)
- Fujisawa H How to deal with uncertainty and variability Proceedings of the 2006 conference on Arabic and Chinese handwriting recognition, (129-151)
- Liu C Handwritten Chinese character recognition Proceedings of the 2006 conference on Arabic and Chinese handwriting recognition, (104-128)
- Waber B, Magee J and Betke M Web mediators for accessible browsing Proceedings of the 9th conference on User interfaces for all, (447-466)
- Hu J, Deng W and Guo J Robust discriminant analysis of latent semantic feature for text categorization Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery, (400-409)
- Choi K, Kim D and Choi T Estimating the number of clusters using multivariate location test statistics Proceedings of the Third international conference on Fuzzy Systems and Knowledge Discovery, (373-382)
- Islam M, Lee S and Baek J Actor based video indexing and retrieval using visual information Proceedings of the Second international conference on Advances in Natural Computation - Volume Part II, (492-501)
- Du L, Zhang J and Bao Z Multicategory classification based on the hypercube self-organizing mapping (SOM) scheme Proceedings of the Second international conference on Advances in Natural Computation - Volume Part I, (107-110)
- Kim J and Hong K Speech and gesture recognition-based robust language processing interface in noise environment Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning, (338-345)
- Singh S and Wang J Human activity recognition in videos Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning, (257-264)
- Platero-Santos S, Fontenla-Romero O and Alonso-Betanzos A A fast classification algorithm based on local models Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning, (249-256)
- Ruta D, Nauck D and Azvine B K nearest sequence method and its application to churn prediction Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning, (207-215)
- del Valle M, Lago-Fernández L and Corbacho F Evolutionary search of optimal features Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning, (944-952)
- Adami N, Benini S and Leonardi R An overview of video shot clustering and summarization techniques for mobile applications Proceedings of the 2nd international conference on Mobile multimedia communications, (1-6)
- Busch A Multi-font script identification using texture-based features Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II, (844-852)
- Ferreiro-Armán M, Da Costa J, Homayouni S and Martín-Herrero J Hyperspectral image analysis for precision viticulture Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II, (730-741)
- Mohamed S, Youssef A, El-Saadany E and Salama M Prostate tissue characterization using TRUS image spectral features Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II, (589-601)
- Raudys S, Denisov V and Bielskis A A pool of classifiers by SLP Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II, (47-56)
- Demirkol A, Demir Z and Emre E Alternative approaches and algorithms for classification Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II, (35-46)
- Park B, Lee K and Lee S A new similarity measure for random signatures Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems, (990-1001)
- Eom S, Kim S, Shin V and Ahn B Leukocyte segmentation in blood smear images using region-based active contours Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems, (867-876)
- Kwolek B Object tracking using discriminative feature selection Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems, (287-298)
- Das A and Kenyon C On hierarchical diameter-clustering, and the supplier problem Proceedings of the 4th international conference on Approximation and Online Algorithms, (132-145)
- Köser K, Härtel V and Koch R Robust feature representation for efficient camera registration Proceedings of the 28th conference on Pattern Recognition, (739-749)
- Mekuz N and Tsotsos J Parameterless isomap with adaptive neighborhood selection Proceedings of the 28th conference on Pattern Recognition, (364-373)
- Sugiyama M, Blankertz B, Krauledat M, Dornhege G and Müller K Importance-Weighted cross-validation for covariate shift Proceedings of the 28th conference on Pattern Recognition, (354-363)
- Kiciman E, Maltz D, Goldszmidt M and Platt J Mining web logs to debug distant connectivity problems Proceedings of the 2006 SIGCOMM workshop on Mining network data, (287-292)
- Han E, Park A and Jung K Automatic cartoon image re-authoring using SOFM Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security, (403-409)
- Biasotti S, Giorgi D, Marini S, Spagnuolo M and Falcidieno B A comparison framework for 3d object classification methods Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security, (314-321)
- Meessen J, Coulanges M, Desurmont X and Delaigle J Content-based retrieval of video surveillance scenes Proceedings of the 2006 international conference on Multimedia Content Representation, Classification and Security, (785-792)
- Ratle F, Terrettaz-Zufferey A, Kanevski M, Esseiva P and Ribaux O Learning manifolds in forensic data Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II, (894-903)
- Park M, Na J and Choi J Feature extraction using class-augmented principal component analysis (CA-PCA) Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II, (606-615)
- Trentin E A novel connectionist-oriented feature normalization technique Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II, (410-416)
- Iwata K and Hayashi A Theory of a probabilistic-dependence measure of dissimilarity among multiple clusters Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part II, (311-320)
- Gagné C, Schoenauer M, Sebag M and Tomassini M Genetic Programming for Kernel-Based Learning with Co-evolving Subsets Selection Parallel Problem Solving from Nature - PPSN IX, (1008-1017)
- Yeom J and Tonguz O Security and self-organization in transparent optical networks Proceedings of the 1st international conference on Access networks, (13-es)
- Severn A, Samavati F and Sousa M Transformation strokes Proceedings of the Third Eurographics conference on Sketch-Based Interfaces and Modeling, (75-81)
- Zhang H, Jia W, He X and Wu Q Real-Time license plate detection under various conditions Proceedings of the Third international conference on Ubiquitous Intelligence and Computing, (192-199)
- Epshteyn A and DeJong G (2006). Generative prior knowledge for discriminative classification, Journal of Artificial Intelligence Research, 27:1, (25-53), Online publication date: 1-Sep-2006.
- Cui Q, Ward M, Rundensteiner E and Yang J (2006). Measuring Data Abstraction Quality in Multiresolution Visualizations, IEEE Transactions on Visualization and Computer Graphics, 12:5, (709-716), Online publication date: 1-Sep-2006.
- Bhasker E, Sinha P and Majumder A (2006). Asynchronous Distributed Calibration for Scalable and Reconfigurable Multi-Projector Displays, IEEE Transactions on Visualization and Computer Graphics, 12:5, (1101-1108), Online publication date: 1-Sep-2006.
- Zelnik-Manor L and Irani M (2006). Statistical Analysis of Dynamic Actions, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:9, (1530-1535), Online publication date: 1-Sep-2006.
- Losee R (2006). Is 1 noun worth 2 adjectives?, Information Processing and Management: an International Journal, 42:5, (1248-1259), Online publication date: 1-Sep-2006.
- Bermúdez-Edo M, Salazar-Hernández R, Díaz-Verdejo J and García-Teodoro P Proposals on assessment environments for anomaly-based network intrusion detection systems Proceedings of the First international conference on Critical Information Infrastructures Security, (210-221)
- Ogiela L, Tadeusiewicz R and Ogiela M Cognitive approach to visual data interpretation in medical information and recognition systems Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis, (244-250)
- Cordella L, De Stefano C, Fontanella F and Marcelli A Looking for prototypes by genetic programming Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis, (152-159)
- Hoque M, Yeasin M and Louwerse M Robust recognition of emotion from speech Proceedings of the 6th international conference on Intelligent Virtual Agents, (42-53)
- Liu J, Zhang Q, Wang W, McMillan L and Prins J Clustering pair-wise dissimilarity data into partially ordered sets Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, (637-642)
- Chakrabarti D, Kumar R and Tomkins A Evolutionary clustering Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, (554-560)
- Yu S, Yu K, Tresp V, Kriegel H and Wu M Supervised probabilistic principal component analysis Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, (464-473)
- Ye J and Wang T Regularized discriminant analysis for high dimensional, low sample size data Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining, (454-463)
- Landgrebe T and Duin R Combining accuracy and prior sensitivity for classifier design under prior uncertainty Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition, (512-521)
- Raudys S Generalization error of multinomial classifier Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition, (502-511)
- Serratosa F and Sanfeliu A A fast and exact modulo-distance between histograms Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition, (394-402)
- Duin R and Pękalska E Structural inference of sensor-based measurements Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition, (41-55)
- Spillmann B, Neuhaus M, Bunke H, Pękalska E and Duin R Transforming strings to vector spaces using prototype selection Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition, (287-296)
- Oommen B, Kim S and Horn G On the theory and applications of sequence based estimation of independent binomial random variables Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition, (8-21)
- Lee K, Yang W, Lee K, Kim W and Yoon S A ubiquitous healthcare service system for benign prostatic hyperplasia patients Proceedings of the 2006 international conference on Intelligent computing: Part II, (1191-1197)
- Zhou Y, Zhang T and Chen Z Applying Bayesian approach to decision tree Proceedings of the 2006 international conference on Intelligent computing: Part II, (290-295)
- Yang S and Hu B Reformulated parametric learning based on ordinary differential equations Proceedings of the 2006 international conference on Intelligent computing: Part II, (256-267)
- Rao N and Shepherd S Clustering gene expression data for periodic genes based on INMF Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III, (412-423)
- Baek S, Park A, Kim J, Na S, Won Y and Choo J Detection of basal cell carcinoma by automatic classification of confocal raman spectra Proceedings of the 2006 international conference on Computational Intelligence and Bioinformatics - Volume Part III, (402-411)
- Yang S, Luo S and Li J A novel visual clustering algorithm for finding community in complex network Proceedings of the Second international conference on Advanced Data Mining and Applications, (396-403)
- Ge D and Qu X Feature extraction based on optimal discrimination plane in ECG signal classification Proceedings of the Second international conference on Advanced Data Mining and Applications, (143-149)
- Kim D and Lee S Relevance feedback using adaptive clustering for region based image similarity retrieval Proceedings of the 9th Pacific Rim international conference on Artificial intelligence, (641-650)
- Xie P, Chen Y, Liu J and Xiao D Fuzzy velocity-based temporal dependency for SVM-driven realistic facial animation Proceedings of the 9th Pacific Rim international conference on Artificial intelligence, (563-572)
- Sornil O and Poonvutthikul S Constructing Bayesian networks from association analysis Proceedings of the 9th Pacific Rim international conference on Artificial intelligence, (231-240)
- Jin S, Nam M and Han S Improvements on common vector approach using k-clustering method Proceedings of the 9th Pacific Rim Knowledge Acquisition international conference on Advances in Knowledge Acquisition and Management, (199-206)
- Azzopardi L, Baillie M and Crestani F Adaptive query-based sampling for distributed IR Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, (605-606)
- Carmel D, Yom-Tov E, Darlow A and Pelleg D What makes a query difficult? Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, (390-397)
- Gao J and Nie J A study of statistical models for query translation Proceedings of the 29th annual international ACM SIGIR conference on Research and development in information retrieval, (194-201)
- Jafari R, Noshadi H, Ghiasi S and Sarrafzadeh M (2006). Adaptive Electrocardiogram Feature Extraction on Distributed Embedded Systems, IEEE Transactions on Parallel and Distributed Systems, 17:8, (797-807), Online publication date: 1-Aug-2006.
- Cheng Y (2006). The Distinctiveness of a Curve in a Parameterized Neighborhood, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:8, (1215-1222), Online publication date: 1-Aug-2006.
- Li M and Sethi I (2006). Confidence-Based Active Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:8, (1251-1261), Online publication date: 1-Aug-2006.
- Kim J and Hong K MMSDS Proceedings of the 2006 international conference on Embedded and Ubiquitous Computing, (539-548)
- Lee K, Choi M and Lee J Motion patches ACM SIGGRAPH 2006 Papers, (898-906)
- Huang Q, Flöry S, Gelfand N, Hofer M and Pottmann H Reassembling fractured objects by geometric matching ACM SIGGRAPH 2006 Papers, (569-578)
- Podolak J, Shilane P, Golovinskiy A, Rusinkiewicz S and Funkhouser T A planar-reflective symmetry transform for 3D shapes ACM SIGGRAPH 2006 Papers, (549-559)
- Gao J, Suzuki H and Yu B Approximation lasso methods for language modeling Proceedings of the 21st International Conference on Computational Linguistics and the 44th annual meeting of the Association for Computational Linguistics, (225-232)
- Jacobs J, Dai R and Smit G Mining dynamic document spaces with massively parallel embedded processors Proceedings of the 6th international conference on Embedded Computer Systems: architectures, Modeling, and Simulation, (69-78)
- Sukthankar G and Sycara K Simultaneous team assignment and behavior recognition from spatio-temporal agent traces Proceedings of the 21st national conference on Artificial intelligence - Volume 1, (716-721)
- Lavesson N and Davidsson P Quantifying the impact of learning algorithm parameter tuning Proceedings of the 21st national conference on Artificial intelligence - Volume 1, (395-400)
- Dai G and Yeung D Tensor embedding methods Proceedings of the 21st national conference on Artificial intelligence - Volume 1, (330-335)
- Inoue H Self-organizing neural grove Proceedings of the 10th WSEAS international conference on Computers, (629-633)
- Huang F, Di H and Xu G Viewpoint insensitive posture representation for action recognition Proceedings of the 4th international conference on Articulated Motion and Deformable Objects, (143-152)
- Bouktif S, Sahraoui H and Antoniol G Simulated annealing for improving software quality prediction Proceedings of the 8th annual conference on Genetic and evolutionary computation, (1893-1900)
- Romano R, Rokach L and Maimon O Automatic discovery of regular expression patterns representing negated findings in medical narrative reports Proceedings of the 6th international conference on Next Generation Information Technologies and Systems, (300-311)
- Lee K, Choi M and Lee J (2006). Motion patches, ACM Transactions on Graphics, 25:3, (898-906), Online publication date: 1-Jul-2006.
- Huang Q, Flöry S, Gelfand N, Hofer M and Pottmann H (2006). Reassembling fractured objects by geometric matching, ACM Transactions on Graphics, 25:3, (569-578), Online publication date: 1-Jul-2006.
- Podolak J, Shilane P, Golovinskiy A, Rusinkiewicz S and Funkhouser T (2006). A planar-reflective symmetry transform for 3D shapes, ACM Transactions on Graphics, 25:3, (549-559), Online publication date: 1-Jul-2006.
- Kel’manov A and Mikhailova L (2006). Recognition of a numerical sequence containing series of quasi-periodically repeating reference fragments: The case of a known number of fragments, Pattern Recognition and Image Analysis, 16:3, (358-370), Online publication date: 1-Jul-2006.
- Kel’manov A and Khamidullin S (2006). Simultaneous a posteriori detection and identification of a predetermined number of quasi-periodic fragments in a sequence based on their segments, Pattern Recognition and Image Analysis, 16:3, (344-357), Online publication date: 1-Jul-2006.
- Biem A (2006). Minimum Classification Error Training for Online Handwriting Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:7, (1041-1051), Online publication date: 1-Jul-2006.
- Chen Y, Yang Q, Yin J and Chai X (2006). Power-Efficient Access-Point Selection for Indoor Location Estimation, IEEE Transactions on Knowledge and Data Engineering, 18:7, (877-888), Online publication date: 1-Jul-2006.
- Huang K and Aviyente S (2006). Information-theoretic wavelet packet subband selection for texture classification, Signal Processing, 86:7, (1410-1420), Online publication date: 1-Jul-2006.
- Ipeirotis P, Agichtein E, Jain P and Gravano L To search or to crawl? Proceedings of the 2006 ACM SIGMOD international conference on Management of data, (265-276)
- Gollapudi S, Kumar R and Sivakumar D Programmable clustering Proceedings of the twenty-fifth ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems, (348-354)
- Song M, Liu Z and Guo B Real-Time facial expression mapping for high resolution 3d meshes Proceedings of the 24th international conference on Advances in Computer Graphics, (277-287)
- Amershi S and Conati C Automatic recognition of learner groups in exploratory learning environments Proceedings of the 8th international conference on Intelligent Tutoring Systems, (463-472)
- Zheng F and Webb G Efficient lazy elimination for averaged one-dependence estimators Proceedings of the 23rd international conference on Machine learning, (1113-1120)
- Ye J and Xiong T Null space versus orthogonal linear discriminant analysis Proceedings of the 23rd international conference on Machine learning, (1073-1080)
- Singhi S and Liu H Feature subset selection bias for classification learning Proceedings of the 23rd international conference on Machine learning, (849-856)
- Lu L and Vidal R Combined central and subspace clustering for computer vision applications Proceedings of the 23rd international conference on Machine learning, (593-600)
- Long B, Zhang Z, Wú X and Yu P Spectral clustering for multi-type relational data Proceedings of the 23rd international conference on Machine learning, (585-592)
- Lee C, Greiner R and Wang S Using query-specific variance estimates to combine Bayesian classifiers Proceedings of the 23rd international conference on Machine learning, (529-536)
- Fink M, Shalev-Shwartz S, Singer Y and Ullman S Online multiclass learning by interclass hypothesis sharing Proceedings of the 23rd international conference on Machine learning, (313-320)
- desJardins M, Eaton E and Wagstaff K Learning user preferences for sets of objects Proceedings of the 23rd international conference on Machine learning, (273-280)
- Sas J Handwriting recognition accuracy improvement by author identification Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing, (682-691)
- Ruta D Dynamic data condensation for classification Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing, (672-681)
- Kurzynski M and Zolnierek A Sequential classification via fuzzy relations Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing, (623-632)
- Blachnik M, Duch W and Wieczorek T Selection of prototype rules Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing, (573-582)
- Krętowski M and Grześ M Evolutionary learning of linear trees with embedded feature selection Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing, (400-409)
- Kim E, Jeong J and Lee B A new approach for finding an optimal solution and regularization by learning dynamic momentum Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing, (29-36)
- Partridge D, Schetinin V, Li D, Coats T, Fieldsend J, Krzanowski W, Everson R and Bailey T Interpretability of bayesian decision trees induced from trauma data Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing, (972-981)
- Bobrowski L Multichannel data aggregation by layers of formal neurons Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing, (1-8)
- Gedda M and Svensson S Fuzzy distance based hierarchical clustering calculated using the a∗ algorithm Proceedings of the 11th international conference on Combinatorial Image Analysis, (101-115)
- Cyganek B Matching of the multi-channel images with improved nonparametric transformations and weighted binary distance measures Proceedings of the 11th international conference on Combinatorial Image Analysis, (74-88)
- Nakayama R, Watanabe R, Namba K, Yamamoto K, Takeda K, Katsuragawa S and Doi K Potential usefulness of multiple-mammographic views in computer-aided diagnosis scheme for identifying histological classification of clustered microcalcification Proceedings of the 8th international conference on Digital Mammography, (229-236)
- Schuldt A, Gottfried B and Herzog O Towards the visualisation of shape features Proceedings of the 29th annual German conference on Artificial intelligence, (289-301)
- Bari A and Rueda L A new profile alignment method for clustering gene expression data Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence, (86-97)
- Ali M, Rueda L and Herrera M On the performance of chernoff-distance-based linear dimensionality reduction techniques Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence, (467-478)
- Sokolova M and Szpakowicz S Language patterns in the learning of strategies from negotiation texts Proceedings of the 19th international conference on Advances in Artificial Intelligence: Canadian Society for Computational Studies of Intelligence, (288-299)
- Chang W Reliable keystroke biometric system based on a small number of keystroke samples Proceedings of the 2006 international conference on Emerging Trends in Information and Communication Security, (312-320)
- Shu Y Structural health assessing by interactive data mining approach in nuclear power plant Proceedings of the 20th annual conference on New frontiers in artificial intelligence, (332-345)
- Idé T Translational symmetry in subsequence time-series clustering Proceedings of the 20th annual conference on New frontiers in artificial intelligence, (5-18)
- Arthur D and Vassilvitskii S How slow is the k-means method? Proceedings of the twenty-second annual symposium on Computational geometry, (144-153)
- Corston-Oliver S, Aue A, Duh K and Ringger E Multilingual dependency parsing using Bayes Point Machines Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics, (160-167)
- Zhou S and Chellappa R (2006). From Sample Similarity to Ensemble Similarity, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:6, (917-929), Online publication date: 1-Jun-2006.
- Yip A, Ding C and Chan T (2006). Dynamic Cluster Formation Using Level Set Methods, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:6, (877-889), Online publication date: 1-Jun-2006.
- Kaburlasos V and Papadakis S (2006). Granular self-organizing map (grSOM) for structure identification, Neural Networks, 19:5, (623-643), Online publication date: 1-Jun-2006.
- Li M, Lee G, Lee W and Sivasubramaniam A PENS Proceedings of the 1st international conference on Scalable information systems, (39-es)
- Jun B, Park J, Lee S and Chun M Kernel PCA based faults diagnosis for wastewater treatment system Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III, (426-431)
- Liu J, Sun P, Djurdjanovic D, Marko K and Ni J Growing structure multiple model system based anomaly detection for crankshaft monitoring Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III, (396-405)
- Kim D, Lee S and Park J Building lightweight intrusion detection system based on random forest Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III, (224-230)
- Handoko S, Keong K, Soon O, Zhang G and Brusic V Extreme learning machine for predicting HLA-Peptide binding Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III, (716-721)
- Yang X, Li H, Zhou X and Wong S Identification of cell-cycle phases using neural network and steerable filter features Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III, (702-709)
- Lee H Neural network approach to identify model of vehicles Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III, (66-72)
- Kim T, Eom I and Kim Y Texture segmentation using SOM and multi-scale bayesian estimation Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II, (661-668)
- Kim T, Kang H, Eom I and Kim Y Neural network based texture segmentation using a markov random field model Proceedings of the Third international conference on Advnaces in Neural Networks - Volume Part II, (652-660)
- Kim H and Lee J Pseudo-density estimation for clustering with gaussian processes Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I, (1238-1243)
- Xu J A fast and sparse implementation of multiclass kernel perceptron algorithm Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I, (1004-1009)
- Bandini S, Manzoni S, Redaelli S and Vanneschi L Emergent spatial patterns in vegetable population dynamics Proceedings of the 6th international conference on Computational Science - Volume Part III, (289-296)
- Lu Y, Tian Q, Liu F, Sanchez M and Wang Y A self-supervised learning framework for classifying microarray gene expression data Proceedings of the 6th international conference on Computational Science - Volume Part II, (686-693)
- Chinnasarn K, Pyle D and Chinnasarn S Classification of surimi gel strength patterns using backpropagation neural network and principal component analysis Proceedings of the 6th international conference on Computational Science - Volume Part I, (403-410)
- Paredes R, Chávez E, Figueroa K and Navarro G Practical construction of k-nearest neighbor graphs in metric spaces Proceedings of the 5th international conference on Experimental Algorithms, (85-97)
- Meneses E and Rodríguez-Rojas O Using symbolic objects to cluster web documents Proceedings of the 15th international conference on World Wide Web, (967-968)
- Cilibrasi R and Vitanyi P Similarity of objects and the meaning of words Proceedings of the Third international conference on Theory and Applications of Models of Computation, (21-45)
- Kybic J and Smutek D Image registration accuracy estimation without ground truth using bootstrap Proceedings of the Second ECCV international conference on Computer Vision Approaches to Medical Image Analysis, (61-72)
- El-Baz A, Farag A, Ali A, Gimel'farb G and Casanova M A framework for unsupervised segmentation of multi-modal medical images Proceedings of the Second ECCV international conference on Computer Vision Approaches to Medical Image Analysis, (120-131)
- Ward J, Lukowicz P and Tröster G Evaluating performance in continuous context recognition using event-driven error characterisation Proceedings of the Second international conference on Location- and Context-Awareness, (239-255)
- Wren C and Tapia E Toward scalable activity recognition for sensor networks Proceedings of the Second international conference on Location- and Context-Awareness, (168-185)
- Šereda P, Vilanova A and Gerritsen F Automating transfer function design for volume rendering using hierarchical clustering of material boundaries Proceedings of the Eighth Joint Eurographics / IEEE VGTC conference on Visualization, (243-250)
- Agogino A and Tumer K Efficient agent-based cluster ensembles Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems, (1079-1086)
- Şensoy M and Yolum P A context-aware approach for service selection using ontologies Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems, (931-938)
- Sukthankar G and Sycara K Robust recognition of physical team behaviors using spatio-temporal models Proceedings of the fifth international joint conference on Autonomous agents and multiagent systems, (638-645)
- Kurzynski M and Puchala E The optimal feature extraction procedure for statistical pattern recognition Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part III, (1210-1215)
- Mun G, Kim Y, Kim D and Noh B Network intrusion detection using statistical probability distribution Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part II, (340-348)
- Kim J, Jung K and Chung C On a face recognition by the modified nonsingular discriminant analysis for a ubiquitous computing Proceedings of the 6th international conference on Computational Science and Its Applications - Volume Part I, (929-937)
- Arandjelović O and Cipolla R Face recognition from video using the generic shape-illumination manifold Proceedings of the 9th European conference on Computer Vision - Volume Part IV, (27-40)
- Chen H, Liu T and Fuh C Segmenting highly articulated video objects with weak-prior random forests Proceedings of the 9th European conference on Computer Vision - Volume Part IV, (373-385)
- Florin C, Paragios N and Williams J Globally optimal active contours, sequential monte carlo and on-line learning for vessel segmentation Proceedings of the 9th European conference on Computer Vision - Volume Part III, (476-489)
- Hu N, Huang W and Ranganath S Robust attentive behavior detection by non-linear head pose embedding and estimation Proceedings of the 9th European conference on Computer Vision - Volume Part III, (356-367)
- Gao H and Davis J Sampling representative examples for dimensionality reduction and recognition – bootstrap bumping LDA Proceedings of the 9th European conference on Computer Vision - Volume Part III, (275-287)
- Awate S, Tasdizen T and Whitaker R Unsupervised texture segmentation with nonparametric neighborhood statistics Proceedings of the 9th European conference on Computer Vision - Volume Part II, (494-507)
- Liu W, Li Z and Tang X Spatio-temporal embedding for statistical face recognition from video Proceedings of the 9th European conference on Computer Vision - Volume Part II, (374-388)
- Kim J and Hong K Approach to extended CSCW design based on embedded Korean sign language recognizer Proceedings of the 10th international conference on Computer supported cooperative work in design III, (287-296)
- Benitez D, Moure J, Rexachs D and Luque E Evaluation of the field-programmable cache Proceedings of the 3rd conference on Computing frontiers, (361-372)
- Lorigo L and Govindaraju V (2006). Offline Arabic Handwriting Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:5, (712-724), Online publication date: 1-May-2006.
- Yang Q, Ling C, Chai X and Pan R (2006). Test-Cost Sensitive Classification on Data with Missing Values, IEEE Transactions on Knowledge and Data Engineering, 18:5, (626-638), Online publication date: 1-May-2006.
- Kim H, Drake B and Park H (2006). Adaptive Nonlinear Discriminant Analysis by Regularized Minimum Squared Errors, IEEE Transactions on Knowledge and Data Engineering, 18:5, (603-612), Online publication date: 1-May-2006.
- Aggarwal C, Han J, Wang J and Yu P (2006). A Framework for On-Demand Classification of Evolving Data Streams, IEEE Transactions on Knowledge and Data Engineering, 18:5, (577-589), Online publication date: 1-May-2006.
- Serratosa F and Sanfeliu A (2006). Signatures versus histograms, Pattern Recognition, 39:5, (921-934), Online publication date: 1-May-2006.
- Hwan Kim D, Dong Yun I and Uk Lee S (2006). Boundary-trimmed 3D triangular mesh segmentation based on iterative merging strategy, Pattern Recognition, 39:5, (827-838), Online publication date: 1-May-2006.
- Gao H and Davis J (2006). Rapid and brief communication, Pattern Recognition, 39:5, (1002-1006), Online publication date: 1-May-2006.
- Harit G and Chaudhury S (2006). Clustering in video data, Pattern Recognition, 39:5, (789-811), Online publication date: 1-May-2006.
- Greg Plaxton C (2006). Approximation algorithms for hierarchical location problems, Journal of Computer and System Sciences, 72:3, (425-443), Online publication date: 1-May-2006.
- Cohen F, de Oliveira J and Taslidere E (2006). Locating hot nodes and data routing for efficient decision fusion in sensor networks, Ad Hoc Networks, 4:3, (416-430), Online publication date: 1-May-2006.
- Huang X, Oviatt S and Lunsford R Combining user modeling and machine learning to predict users' multimodal integration patterns Proceedings of the Third international conference on Machine Learning for Multimodal Interaction, (50-62)
- Rentzeperis E, Stergiou A, Boukis C, Pnevmatikakis A and Polymenakos L The 2006 athens information technology speech activity detection and speaker diarization systems Proceedings of the Third international conference on Machine Learning for Multimodal Interaction, (385-395)
- Macho D, Nadeu C and Temko A Robust speech activity detection in interactive smart-room environments Proceedings of the Third international conference on Machine Learning for Multimodal Interaction, (236-247)
- Zhang J and Figueiredo R Application classification through monitoring and learning of resource consumption patterns Proceedings of the 20th international conference on Parallel and distributed processing, (144-144)
- Abou-Rjeili A and Karypis G Multilevel algorithms for partitioning power-law graphs Proceedings of the 20th international conference on Parallel and distributed processing, (124-124)
- Castro J and Burns S Online data visualization of multidimensional databases using the hilbert space-filling curve Proceedings of the 1st first visual information expert conference on Pixelization paradigm, (92-109)
- Mathan S, Whitlow S, Erdogmus D, Pavel M, Ververs P and Dorneich M Neurophysiologically driven image triage CHI '06 Extended Abstracts on Human Factors in Computing Systems, (1085-1090)
- Jiang X, Dai F and Jiang H An experimental facial synthesis system using graph cut and gradient domain fusion Proceedings of the First international conference on Technologies for E-Learning and Digital Entertainment, (1047-1052)
- Zhang B, Dou W and Chen L Combining short and long term audio features for TV sports highlight detection Proceedings of the 28th European conference on Advances in Information Retrieval, (472-475)
- De Falco I, Della Cioppa A and Tarantino E Automatic classification of handsegmented image parts with differential evolution Proceedings of the 2006 international conference on Applications of Evolutionary Computing, (403-414)
- Cordella L, De Stefano C, Fontanella F and Marcelli A Evolutionary generation of prototypes for a learning vector quantization classifier Proceedings of the 2006 international conference on Applications of Evolutionary Computing, (391-402)
- Romero-Zaliz R, Rubio-Escudero C, Cordón O, Harari O, del Val C and Zwir I Mining structural databases Proceedings of the 2006 international conference on Applications of Evolutionary Computing, (159-171)
- Gagné C, Schoenauer M, Parizeau M and Tomassini M Genetic programming, validation sets, and parsimony pressure Proceedings of the 9th European conference on Genetic Programming, (109-120)
- Zhan D and Zhou Z Neighbor line-based locally linear embedding Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining, (806-815)
- Park C Similarity-Based sparse feature extraction using local manifold learning Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining, (30-34)
- Dimililer N and Varoğlu E Recognizing biomedical named entities using SVMs Proceedings of the 2006 international conference on Knowledge Discovery in Life Science Literature, (53-67)
- Malkin R The CLEAR 2006 CMU acoustic environment classification system Proceedings of the 1st international evaluation conference on Classification of events, activities and relationships, (323-330)
- Torra V and Miyamoto S On the use of variable-size fuzzy clustering for classification Proceedings of the Third international conference on Modeling Decisions for Artificial Intelligence, (362-371)
- Srinivasan B, Novak A, Flannick J, Batzoglou S and McAdams H Integrated protein interaction networks for 11 microbes Proceedings of the 10th annual international conference on Research in Computational Molecular Biology, (1-14)
- Ji S, Krishnapuram B and Carin L (2006). Variational Bayes for Continuous Hidden Markov Models and Its Application to Active Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:4, (522-532), Online publication date: 1-Apr-2006.
- Nehme R and Rundensteiner E SCUBA Proceedings of the 10th international conference on Advances in Database Technology, (1001-1019)
- Pei S and Zeng Y Tamper proofing and attack identification of corrupted image by using semi-fragile multiple-watermarking algorithm Proceedings of the 2006 ACM Symposium on Information, computer and communications security, (166-174)
- Sawada H, Araki S, Mukai R and Makino S On calculating the inverse of separation matrix in frequency-domain blind source separation Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation, (691-699)
- Kasprzak W, Okazaki A and Kowalski A ICA-Based speech features in the frequency domain Proceedings of the 6th international conference on Independent Component Analysis and Blind Signal Separation, (609-616)
- Awate S and Whitaker R (2006). Unsupervised, Information-Theoretic, Adaptive Image Filtering for Image Restoration, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:3, (364-376), Online publication date: 1-Mar-2006.
- Law M and Jain A (2006). Incremental Nonlinear Dimensionality Reduction by Manifold Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:3, (377-391), Online publication date: 1-Mar-2006.
- Fidler S, Skocaj D and Leonardis A (2006). Combining Reconstructive and Discriminative Subspace Methods for Robust Classification and Regression by Subsampling, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:3, (337-350), Online publication date: 1-Mar-2006.
- Yan J, Zhang B, Liu N, Yan S, Cheng Q, Fan W, Yang Q, Xi W and Chen Z (2006). Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing, IEEE Transactions on Knowledge and Data Engineering, 18:3, (320-333), Online publication date: 1-Mar-2006.
- Oommen B and Rueda L (2006). Stochastic learning-based weak estimation of multinomial random variables and its applications to pattern recognition in non-stationary environments, Pattern Recognition, 39:3, (328-341), Online publication date: 1-Mar-2006.
- Wang J, Neskovic P and Cooper L (2006). Neighborhood size selection in the k-nearest-neighbor rule using statistical confidence, Pattern Recognition, 39:3, (417-423), Online publication date: 1-Mar-2006.
- Rothganger F, Lazebnik S, Schmid C and Ponce J (2006). 3D Object Modeling and Recognition Using Local Affine-Invariant Image Descriptors and Multi-View Spatial Constraints, International Journal of Computer Vision, 66:3, (231-259), Online publication date: 1-Mar-2006.
- Marinai S, Faini S, Marino E and Soda G Efficient word retrieval by means of SOM clustering and PCA Proceedings of the 7th international conference on Document Analysis Systems, (336-347)
- Moalla I, LeBourgeois F, Emptoz H and Alimi A Contribution to the discrimination of the medieval manuscript texts Proceedings of the 7th international conference on Document Analysis Systems, (25-37)
- Baird H and Casey M Towards versatile document analysis systems Proceedings of the 7th international conference on Document Analysis Systems, (280-290)
- Joshi G, Garg S and Sivaswamy J Script identification from indian documents Proceedings of the 7th international conference on Document Analysis Systems, (255-267)
- Zhu B, Tokuno J and Nakagawa M Segmentation of on-line handwritten japanese text using SVM for improving text recognition Proceedings of the 7th international conference on Document Analysis Systems, (208-219)
- Balasubramanian A, Meshesha M and Jawahar C Retrieval from document image collections Proceedings of the 7th international conference on Document Analysis Systems, (1-12)
- Huang D and Chow T (2006). Enhancing Density-Based Data Reduction Using Entropy, Neural Computation, 18:2, (470-495), Online publication date: 1-Feb-2006.
- Ordonez C (2006). Integrating K-Means Clustering with a Relational DBMS Using SQL, IEEE Transactions on Knowledge and Data Engineering, 18:2, (188-201), Online publication date: 1-Feb-2006.
- Jobanputra R and Clausi D (2006). Preserving boundaries for image texture segmentation using grey level co-occurring probabilities, Pattern Recognition, 39:2, (234-245), Online publication date: 1-Feb-2006.
- Sanderson C, Bengio S and Gao Y (2006). On transforming statistical models for non-frontal face verification, Pattern Recognition, 39:2, (288-302), Online publication date: 1-Feb-2006.
- Howland P, Wang J and Park H (2006). Solving the small sample size problem in face recognition using generalized discriminant analysis, Pattern Recognition, 39:2, (277-287), Online publication date: 1-Feb-2006.
- Pkalska E, Duin R and Paclík P (2006). Prototype selection for dissimilarity-based classifiers, Pattern Recognition, 39:2, (189-208), Online publication date: 1-Feb-2006.
- Gómez-Ballester E, Micó L and Oncina J (2006). Some approaches to improve tree-based nearest neighbour search algorithms, Pattern Recognition, 39:2, (171-179), Online publication date: 1-Feb-2006.
- Pedrycz A and Reformat M (2006). Hierarchical FCM in a stepwise discovery of structure in data, Soft Computing - A Fusion of Foundations, Methodologies and Applications, 10:3, (244-256), Online publication date: 1-Feb-2006.
- Bridle R and McCreath E Inducing shortcuts on a mobile phone interface Proceedings of the 11th international conference on Intelligent user interfaces, (327-329)
- Villmann T, Hammer B and Seiffert U Perspectives of self-adapted self-organizing clustering in organic computing Proceedings of the Second international conference on Biologically Inspired Approaches to Advanced Information Technology, (141-159)
- Ailon N, Chazelle B, Comandur S and Liu D Self-improving algorithms Proceedings of the seventeenth annual ACM-SIAM symposium on Discrete algorithm, (261-270)
- Rodrigues R, Yared G, do N. Costa C, Yabu-Uti J, Violaro F and Ling L Biometric access control through numerical keyboards based on keystroke dynamics Proceedings of the 2006 international conference on Advances in Biometrics, (640-646)
- Turini F, Baglioni M, Furletti B and Rinzivillo S Examples of integration of induction and deduction in knowledge discovery Reasoning, Action and Interaction in AI Theories and Systems, (307-326)
- Tan L, Taniar D and Smith K (2006). Maximum-entropy estimated distribution model for classification problems, International Journal of Hybrid Intelligent Systems, 3:1, (1-10), Online publication date: 1-Jan-2006.
- Radhakrishnan R, Divakaran A, Xiong Z and Otsuka I (2006). A content-adaptive analysis and representation framework for audio event discovery from "unscripted" multimedia, EURASIP Journal on Advances in Signal Processing, 2006, (191-191), Online publication date: 1-Jan-2006.
- Mukai R, Sawada H, Araki S and Makino S (2006). Frequency-domain blind source separation of many speech signals using near-field and far-field models, EURASIP Journal on Advances in Signal Processing, 2006, (200-200), Online publication date: 1-Jan-2006.
- Nuño-Barrau G and Páz-Borrallo J (2006). A new location estimation system for wireless networks based on linear discriminant functions and hidden Markov models, EURASIP Journal on Advances in Signal Processing, 2006, (159-159), Online publication date: 1-Jan-2006.
- Radoi E, Quinquis A and Totir F (2006). Supervised self-organizing classification of superresolution ISAR images, EURASIP Journal on Advances in Signal Processing, 2006, (128-128), Online publication date: 1-Jan-2006.
- Chu W, Cheng W and Wu J (2006). Semantic context detection using audio event fusion, EURASIP Journal on Advances in Signal Processing, 2006, (181-181), Online publication date: 1-Jan-2006.
- Chen M, Zheng Y and Wu M (2006). Classification-based spatial error concealment for visual communications, EURASIP Journal on Advances in Signal Processing, 2006, (257-257), Online publication date: 1-Jan-2006.
- Lu X, Jain A and Colbry D (2006). Matching 2.5D Face Scans to 3D Models, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:1, (31-43), Online publication date: 1-Jan-2006.
- Pedreira C (2006). Learning Vector Quantization with Training Data Selection, IEEE Transactions on Pattern Analysis and Machine Intelligence, 28:1, (157-162), Online publication date: 1-Jan-2006.
- Pant G and Srinivasan P (2006). Link Contexts in Classifier-Guided Topical Crawlers, IEEE Transactions on Knowledge and Data Engineering, 18:1, (107-122), Online publication date: 1-Jan-2006.
- Furao S and Hasegawa O (2006). An incremental network for on-line unsupervised classification and topology learning, Neural Networks, 19:1, (90-106), Online publication date: 1-Jan-2006.
- Nagaraja G and Bose R (2006). Adaptive conjugate gradient algorithm for perceptron training, Neurocomputing, 69:4-6, (368-386), Online publication date: 1-Jan-2006.
- Babu T, Murty M and Agrawal V On simultaneous selection of prototypes and features in large data Proceedings of the First international conference on Pattern Recognition and Machine Intelligence, (595-600)
- Castro M, Díaz W, Ferri F, Ruiz-Pinales J, Jaime-Rivas R, Blat F, España S, Aibar P, Grau S and Griol D A holistic classification system for check amounts based on neural networks with rejection Proceedings of the First international conference on Pattern Recognition and Machine Intelligence, (310-314)
- Fernandes D, Alves M and da Costa P A voltage sag pattern classification technique Proceedings of the First international conference on Pattern Recognition and Machine Intelligence, (248-253)
- Skowron A Rough sets in perception-based computing Proceedings of the First international conference on Pattern Recognition and Machine Intelligence, (21-29)
- Tyagi M, Mehra A, Chaudhuri S and Bruzzone L Unsupervised classification of remote sensing data using graph cut-based initialization Proceedings of the First international conference on Pattern Recognition and Machine Intelligence, (206-211)
- Ghosh A and Bose S Feature extraction for nonlinear classification Proceedings of the First international conference on Pattern Recognition and Machine Intelligence, (170-175)
- Hong K, Park J, Yang J and Park S Biological text mining for extraction of proteins and their interactions Proceedings of the First international conference on Pattern Recognition and Machine Intelligence, (645-648)
- Jain A and Law M Data clustering Proceedings of the First international conference on Pattern Recognition and Machine Intelligence, (1-10)
- Benítez D, Moure J, Rexachs D and Luque E Performance and power evaluation of an intelligently adaptive data cache Proceedings of the 12th international conference on High Performance Computing, (363-375)
- Li F, Ma J and Huang D MFCC and SVM based recognition of chinese vowels Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part II, (812-819)
- Liu Y and Tang X Computerized collaborative support for enhancing human’s creativity for networked community Proceedings of the First international conference on Internet and Network Economics, (545-553)
- Park K, Cho Y and Oh S Automatic classification of korean traditional music using robust multi-feature clustering Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part II, (1025-1029)
- Bougaev A and Urmanov A R-functions based classification for abnormal software process detection Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I, (991-996)
- Kim K and Kim S Hierarchical recognition of english calling card by using multiresolution images and enhanced neural network Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I, (785-792)
- Lee S, Baek J and Baek J Robust scene boundary detection based on audiovisual information Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part I, (729-734)
- Kim J, Chung K and Chung C Optimal face classification by using nonsingular discriminant waveletfaces for a face recognition Proceedings of the 8th international conference on Asian Digital Libraries: implementing strategies and sharing experiences, (481-482)
- Lee K and Park K Robust feature extraction for automatic classification of korean traditional music in digital library Proceedings of the 8th international conference on Asian Digital Libraries: implementing strategies and sharing experiences, (167-170)
- Tavakkoli A, Nicolescu M and Bebis G Automatic robust background modeling using multivariate non-parametric kernel density estimation for visual surveillance Proceedings of the First international conference on Advances in Visual Computing, (363-370)
- Mulligan J A tree-structured model of visual appearance applied to gaze tracking Proceedings of the First international conference on Advances in Visual Computing, (303-312)
- Veropoulos K, Bebis G and Webster M Investigating the impact of face categorization on recognition performance Proceedings of the First international conference on Advances in Visual Computing, (207-218)
- Kim J, Kim Y and Won Y A hybrid classification system for cancer diagnosis with proteomic bio-markers Proceedings of the 12th Portuguese conference on Progress in Artificial Intelligence, (167-177)
- Baek J, Lee S and Baek J Scene boundary detection by audiovisual contents analysis Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence, (530-539)
- Kim D, Park J and Joo Y Fuzzy classifier with bayes rule consequent Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence, (1130-1133)
- Bridle R and McCreath E Improving the mobile phone habitat Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence, (970-974)
- Banerjee A, Merugu S, Dhillon I and Ghosh J (2005). Clustering with Bregman Divergences, The Journal of Machine Learning Research, 6, (1705-1749), Online publication date: 1-Dec-2005.
- Pinz A (2005). Object categorization, Foundations and Trends® in Computer Graphics and Vision, 1:4, (255-353), Online publication date: 1-Dec-2005.
- Martinez A and Zhu M (2005). Where Are Linear Feature Extraction Methods Applicable?, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:12, (1934-1944), Online publication date: 1-Dec-2005.
- Charalampidis D (2005). A Modified K-Means Algorithm for Circular Invariant Clustering, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:12, (1856-1865), Online publication date: 1-Dec-2005.
- Cai D, He X and Han J (2005). Document Clustering Using Locality Preserving Indexing, IEEE Transactions on Knowledge and Data Engineering, 17:12, (1624-1637), Online publication date: 1-Dec-2005.
- Fierrez-Aguilar J, Garcia-Romero D, Ortega-Garcia J and Gonzalez-Rodriguez J (2005). Adapted user-dependent multimodal biometric authentication exploiting general information, Pattern Recognition Letters, 26:16, (2628-2639), Online publication date: 1-Dec-2005.
- Bicego M, Castellani U and Murino V (2005). A Hidden Markov Model approach for appearance-based 3D object recognition, Pattern Recognition Letters, 26:16, (2588-2599), Online publication date: 1-Dec-2005.
- Chiang C and Huang C (2005). A robust method for detecting arbitrarily tilted human faces in color images, Pattern Recognition Letters, 26:16, (2518-2536), Online publication date: 1-Dec-2005.
- Popovici V, Bengio S and Thiran J (2005). Kernel matching pursuit for large datasets, Pattern Recognition, 38:12, (2385-2390), Online publication date: 1-Dec-2005.
- Jain A, Nandakumar K and Ross A (2005). Score normalization in multimodal biometric systems, Pattern Recognition, 38:12, (2270-2285), Online publication date: 1-Dec-2005.
- Natschläger T and Maass W (2005). Dynamics of information and emergent computation in generic neural microcircuit models, Neural Networks, 18:10, (1301-1308), Online publication date: 1-Dec-2005.
- Dvoenko S, Kopylov A and Mottl V (2005). A Problem of Pattern Recognition in Arrays of Interrelated Objects. Recognition Algorithm, Automation and Remote Control, 66:12, (2019-2032), Online publication date: 1-Dec-2005.
- Huaizhong Z, Hamprecht F and Amann A Report about VOCs Dataset's Analysis based on randomForests Method Proceedings of the Eighth International Conference on High-Performance Computing in Asia-Pacific Region
- Poel M, Zwiers J, Nijholt A, de Jong R and Krooman E Drawings as input for handheld game computers Proceedings of the First international conference on Intelligent Technologies for Interactive Entertainment, (114-123)
- Siebes A, Subianto M and Feelders A Instability of Classifiers on Categorical Data Proceedings of the Fifth IEEE International Conference on Data Mining, (769-772)
- Tao D, Li X, Hu W, Maybank S and Wu X Supervised Tensor Learning Proceedings of the Fifth IEEE International Conference on Data Mining, (450-457)
- Kalousis A, Prados J and Hilario M Stability of Feature Selection Algorithms Proceedings of the Fifth IEEE International Conference on Data Mining, (218-225)
- Luo J, Ye Z and Bhattacharya P Nonlinear processing of large scale satellite images via unsupervised clustering and image segmentation Proceedings of the 4th WSEAS international conference on Electronics, control and signal processing, (64-69)
- Martins D, Cesar R and Barrera J Automatic window design for gray-scale image processing based on entropy minimization Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications, (813-824)
- Justo R and Torres I Statistical and linguistic clustering for language modeling in ASR Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications, (556-565)
- López F, Valiente J and Prats J Surface grading using soft colour-texture descriptors Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications, (13-23)
- Yang S, Seo K, Kim S, Ro Y, Kim J and Seo Y Automatic photo indexing based on person identity Proceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II, (877-888)
- Kurzynski M and Zolnierek A Computer-aided sequential diagnosis using fuzzy relations – comparative analysis of methods Proceedings of the 6th International conference on Biological and Medical Data Analysis, (242-251)
- Wozniak M Markov chains pattern recognition approach applied to the medical diagnosis tasks Proceedings of the 6th International conference on Biological and Medical Data Analysis, (231-241)
- Sas J and Kurzynski M Application of three-level handprinted documents recognition in medical information systems Proceedings of the 6th International conference on Biological and Medical Data Analysis, (1-12)
- Toh K, Jiang X and Yau W Relaxation of hard classification targets for LSE minimization Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition, (187-202)
- Kumar S, August J and Hebert M Exploiting inference for approximate parameter learning in discriminative fields Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition, (153-168)
- Rubin S, Christodorescu M, Ganapathy V, Giffin J, Kruger L, Wang H and Kidd N An auctioning reputation system based on anomaly Proceedings of the 12th ACM conference on Computer and communications security, (270-279)
- Li R, Bhanu B and Dong A Coevolutionary feature synthesized EM algorithm for image retrieval Proceedings of the 13th annual ACM international conference on Multimedia, (696-705)
- Cai R, Lu L and Hanjalic A Unsupervised content discovery in composite audio Proceedings of the 13th annual ACM international conference on Multimedia, (628-637)
- He X, Cai D, Liu H and Han J Image clustering with tensor representation Proceedings of the 13th annual ACM international conference on Multimedia, (132-140)
- Gao B, Liu T, Qin T, Zheng X, Cheng Q and Ma W Web image clustering by consistent utilization of visual features and surrounding texts Proceedings of the 13th annual ACM international conference on Multimedia, (112-121)
- Kerne A, Koh E, Sundaram V and Mistrot J Generative semantic clustering in spatial hypertext Proceedings of the 2005 ACM symposium on Document engineering, (84-93)
- Paredes R and Chávez E Using the k-nearest neighbor graph for proximity searching in metric spaces Proceedings of the 12th international conference on String Processing and Information Retrieval, (127-138)
- Busch A, Boles W and Sridharan S (2005). Texture for Script Identification, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:11, (1720-1732), Online publication date: 1-Nov-2005.
- Ribaric S and Fratric I (2005). A Biometric Identification System Based on Eigenpalm and Eigenfinger Features, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:11, (1698-1709), Online publication date: 1-Nov-2005.
- Ye J (2005). Generalized Low Rank Approximations of Matrices, Machine Language, 61:1-3, (167-191), Online publication date: 1-Nov-2005.
- Neumann J, Schnörr C and Steidl G (2005). Combined SVM-Based Feature Selection and Classification, Machine Language, 61:1-3, (129-150), Online publication date: 1-Nov-2005.
- Wilbur W, Yeganova L and Kim W (2005). The Synergy Between PAV and AdaBoost, Machine Language, 61:1-3, (71-103), Online publication date: 1-Nov-2005.
- Tasdizen T, Awate S, Whitaker R and Foster N MRI tissue classification with neighborhood statistics Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II, (517-525)
- Zhu C, Zang Y, Liang M, Tian L, He Y, Li X, Sui M, Wang Y and Jiang T Discriminative analysis of brain function at resting-state for attention-deficit/hyperactivity disorder Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II, (468-475)
- Cohen I, Zhang S, Goldszmidt M, Symons J, Kelly T and Fox A Capturing, indexing, clustering, and retrieving system history Proceedings of the twentieth ACM symposium on Operating systems principles, (105-118)
- Ma R and Wang J Automatic facial expression recognition using linear and nonlinear holistic spatial analysis Proceedings of the First international conference on Affective Computing and Intelligent Interaction, (144-151)
- Gong G, Jiang T, Xie S and Lin F Parcellating the intra-splenium based on the traced fiber from tractography Proceedings of the First international conference on Computer Vision for Biomedical Image Applications, (544-550)
- Cohen I, Zhang S, Goldszmidt M, Symons J, Kelly T and Fox A (2005). Capturing, indexing, clustering, and retrieving system history, ACM SIGOPS Operating Systems Review, 39:5, (105-118), Online publication date: 20-Oct-2005.
- Kurzynski M Combining rule-based and sample-based classifiers – probabilistic approach Proceedings of the First international conference on Brain, Vision, and Artificial Intelligence, (298-307)
- Rivera M, Ocegueda O and Marroquin J Entropy controlled gauss-markov random measure field models for early vision Proceedings of the Third international conference on Variational, Geometric, and Level Set Methods in Computer Vision, (137-148)
- Demir C and Alpaydin E (2005). Cost-conscious classifier ensembles, Pattern Recognition Letters, 26:14, (2206-2214), Online publication date: 15-Oct-2005.
- Joo K and Lee W An incremental document clustering for the large document database Proceedings of the Second Asia conference on Asia Information Retrieval Technology, (374-387)
- Ward J, Lukowicz P and Tröster G Gesture spotting using wrist worn microphone and 3-axis accelerometer Proceedings of the 2005 joint conference on Smart objects and ambient intelligence: innovative context-aware services: usages and technologies, (99-104)
- Jingbo Z, Na Y, Xinzhi C, Wenliang C and Tsou B Using multiple discriminant analysis approach for linear text segmentation Proceedings of the Second international joint conference on Natural Language Processing, (292-301)
- King R, Young M, Clare A, Whelan K and Rowland J The robot scientist project Proceedings of the 8th international conference on Discovery Science, (16-25)
- Lee K, Joo J, Yang J and Park S Unit volume based distributed clustering using probabilistic mixture model Proceedings of the 8th international conference on Discovery Science, (338-345)
- Hong K, Park J, Yang J and Paek E Automatic extraction of proteins and their interactions from biological text Proceedings of the 8th international conference on Discovery Science, (322-329)
- Sun S and Zhang C Learning on-line classification via decorrelated LMS algorithm Proceedings of the 8th international conference on Discovery Science, (215-226)
- Gao J, Yu H, Yuan W and Xu P Minimum sample risk methods for language modeling Proceedings of the conference on Human Language Technology and Empirical Methods in Natural Language Processing, (209-216)
- Tsampouka P and Shawe-Taylor J Analysis of generic perceptron-like large margin classifiers Proceedings of the 16th European conference on Machine Learning, (750-758)
- Phan H, Nguyen M, Horiguchi S, Ho B and Inoguchi Y Classification with maximum entropy modeling of predictive association rules Proceedings of the 16th European conference on Machine Learning, (682-689)
- Bréhélin L Clustering gene expression series with prior knowledge Proceedings of the 5th International conference on Algorithms in Bioinformatics, (27-38)
- Gazen B and Minton S AutoFeed Proceedings of the 3rd international conference on Knowledge capture, (3-10)
- Nourrachmat A, Salerno S, Macii E and Poncino M Energy-Efficient Color Approximation for Digital LCD Interfaces Proceedings of the 2005 International Conference on Computer Design, (81-86)
- Ghosh A, Chaudhuri P and Murthy C (2005). On Visualization and Aggregation of Nearest Neighbor Classifiers, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:10, (1592-1602), Online publication date: 1-Oct-2005.
- Yoon S, Nardini C, Benini L and De Micheli G (2005). Discovering Coherent Biclusters from Gene Expression Data Using Zero-Suppressed Binary Decision Diagrams, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2:4, (339-354), Online publication date: 1-Oct-2005.
- Kim N and Kehtarnavaz N (2005). DWT-based scene-adaptive color quantization, Real-Time Imaging, 11:5-6, (443-453), Online publication date: 1-Oct-2005.
- Daqi G and Yan J (2005). Classification methodologies of multilayer perceptrons with sigmoid activation functions, Pattern Recognition, 38:10, (1469-1482), Online publication date: 1-Oct-2005.
- Luo J and Boutell M (2005). Natural scene classification using overcomplete ICA, Pattern Recognition, 38:10, (1507-1519), Online publication date: 1-Oct-2005.
- Payne A and Singh S (2005). Indoor vs. outdoor scene classification in digital photographs, Pattern Recognition, 38:10, (1533-1545), Online publication date: 1-Oct-2005.
- Xiong W, Toh K, Yau W and Jiang X (2005). Model-guided deformable hand shape recognition without positioning aids, Pattern Recognition, 38:10, (1651-1664), Online publication date: 1-Oct-2005.
- Ekvall S, Kragic D and Hoffmann F (2005). Object recognition and pose estimation using color cooccurrence histograms and geometric modeling, Image and Vision Computing, 23:11, (943-955), Online publication date: 1-Oct-2005.
- Viaene S, Dedene G and Derrig R (2005). Auto claim fraud detection using Bayesian learning neural networks, Expert Systems with Applications: An International Journal, 29:3, (653-666), Online publication date: 1-Oct-2005.
- Kotani M and Ozawa S (2005). Feature Extraction Using Independent Components of Each Category, Neural Processing Letters, 22:2, (113-124), Online publication date: 1-Oct-2005.
- Andra S and Wu Y Multiresolution histograms for SVM-Based texture classification Proceedings of the Second international conference on Image Analysis and Recognition, (754-761)
- Bougleux S, Melkemi M and Elmoataz A Three-Dimensional structure detection from anisotropic alpha-shapes Proceedings of the Second international conference on Image Analysis and Recognition, (651-658)
- Yoon S, Choi S, Cha S, Lee Y and Tappert C On the individuality of the iris biometric Proceedings of the Second international conference on Image Analysis and Recognition, (1118-1124)
- Mohamed S, Youssef A, El-Saadany E and Salama M Artificial life feature selection techniques for prostrate cancer diagnosis using TRUS images Proceedings of the Second international conference on Image Analysis and Recognition, (903-913)
- Cruz-Ramirez N, Acosta Mesa H, Martinez E, Rojas-Marcial J and Nava-Fernandez L A Parsimonious Constraint-based Algorithm to Induce Bayesian Network Structures from Data Proceedings of the Sixth Mexican International Conference on Computer Science, (306-313)
- Acosta-Mesa H, Rios-Figueroa H, Cruz-Ramirez N, Marin-Hernandez A, Barbara Z, Hernandez-Jimenez R, Cocotle-Ronzon B and Hernandez-Galicia E Cervical Cancer Detection Using Colposcopic Images Proceedings of the Sixth Mexican International Conference on Computer Science, (158-164)
- Payer U, Teufl P, Kraxberger S and Lamberger M Massive data mining for polymorphic code detection Proceedings of the Third international conference on Mathematical Methods, Models, and Architectures for Computer Network Security, (448-453)
- Gunetti D, Picardi C and Ruffo G Dealing with different languages and old profiles in keystroke analysis of free text Proceedings of the 9th conference on Advances in Artificial Intelligence, (347-358)
- Zuo F and de With P Fast face detection using a cascade of neural network ensembles Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems, (26-34)
- Glotin H, Tollari S and Giraudet P Approximation of linear discriminant analysis for word dependent visual features selection Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems, (170-177)
- Yang M and Tsai H An alternative fuzzy compactness and separation clustering algorithm Proceedings of the 7th international conference on Advanced Concepts for Intelligent Vision Systems, (146-153)
- Zhu J, Goncalves A, Uren V, Motta E and Pacheco R Mining Web Data for Competency Management Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence, (94-100)
- Li J, Tao D, Hu W and Li X Kernel Principle Component Analysis in Pixels Clustering Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence, (786-789)
- Bai J, Nie J and Cao G Integrating Compound Terms in Bayesian Text Classification Proceedings of the 2005 IEEE/WIC/ACM International Conference on Web Intelligence, (598-601)
- Payer U and Kraxberger S Polymorphic code detection with GA optimized markov models Proceedings of the 9th IFIP TC-6 TC-11 international conference on Communications and Multimedia Security, (210-219)
- Filippone M, Masulli F and Rovetta S Unsupervised gene selection and clustering using simulated annealing Proceedings of the 6th international conference on Fuzzy Logic and Applications, (229-235)
- Lee Y, Lee K, Ahn D, Pan S, Lee J and Moon K Local feature analysis with class information Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV, (532-541)
- Lee D, Park J, Kim D and Chun M Fault diagnosis of induction motor using linear discriminant analysis Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part IV, (860-865)
- Pongpinigpinyo S and Rivepiboon W Word sense disambiguation of thai language with unsupervised learning Proceedings of the 9th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part I, (1275-1283)
- Jha S, Kruger L and McDaniel P Privacy preserving clustering Proceedings of the 10th European conference on Research in Computer Security, (397-417)
- Hócza A, Felföldi L and Kocsor A Learning syntactic patterns using boosting and other classifier combination schemas Proceedings of the 8th international conference on Text, Speech and Dialogue, (69-76)
- Chetouani M, Hussain A, Faundez-Zanuy M and Gas B Non-linear predictive models for speech processing Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II, (779-784)
- Zhora D Evaluating performance of random subspace classifier on ELENA classification database Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II, (343-349)
- Yukinawa N, Oba S, Kato K and Ishii S Multi-class pattern classification based on a probabilistic model of combining binary classifiers Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II, (337-342)
- Bobrowski L Separable data aggregation in hierarchical networks of formal neurons Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II, (289-294)
- González A, Cantador I and Dorronsoro J Discriminant parallel perceptrons Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II, (13-18)
- Kwedlo W Parallelizing evolutionary algorithms for clustering data Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics, (430-438)
- Puszyński K Parallel implementation of logical analysis of data (LAD) for discriminatory analysis of protein mass spectrometry data Proceedings of the 6th international conference on Parallel Processing and Applied Mathematics, (1114-1121)
- Oommen B and Rueda L On utilizing stochastic learning weak estimators for training and classification of patterns with non-stationary distributions Proceedings of the 28th annual German conference on Advances in Artificial Intelligence, (107-120)
- del Valle M, Sánchez B, Lago-Fernández L and Corbacho F Feature discovery in classification problems Proceedings of the 6th international conference on Advances in Intelligent Data Analysis, (486-496)
- Gunetti D, Picardi C and Ruffo G Keystroke analysis of different languages Proceedings of the 6th international conference on Advances in Intelligent Data Analysis, (133-144)
- Haran M, Karr A, Orso A, Porter A and Sanil A Applying classification techniques to remotely-collected program execution data Proceedings of the 10th European software engineering conference held jointly with 13th ACM SIGSOFT international symposium on Foundations of software engineering, (146-155)
- Jaffré G and Joly P Improvement of a person labelling method using extracted knowledge on costume Proceedings of the 11th international conference on Computer Analysis of Images and Patterns, (489-497)
- Kurzynski M and Sas J Combining character level classifier and probabilistic lexicons in handwritten word recognition Proceedings of the 11th international conference on Computer Analysis of Images and Patterns, (330-337)
- Nasios N and Bors A Finding the number of clusters for nonparametric segmentation Proceedings of the 11th international conference on Computer Analysis of Images and Patterns, (213-221)
- Haran M, Karr A, Orso A, Porter A and Sanil A (2005). Applying classification techniques to remotely-collected program execution data, ACM SIGSOFT Software Engineering Notes, 30:5, (146-155), Online publication date: 1-Sep-2005.
- Veenman C and Tax D (2005). LESS, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:9, (1496-1500), Online publication date: 1-Sep-2005.
- Ye J, Li Q, Xiong H, Park H, Janardan R and Kumar V (2005). IDR/QR, IEEE Transactions on Knowledge and Data Engineering, 17:9, (1208-1222), Online publication date: 1-Sep-2005.
- Gao B, Liu T, Feng G, Qin T, Cheng Q and Ma W (2005). Hierarchical Taxonomy Preparation for Text Categorization Using Consistent Bipartite Spectral Graph Copartitioning, IEEE Transactions on Knowledge and Data Engineering, 17:9, (1263-1273), Online publication date: 1-Sep-2005.
- Trivedi M, Gandhi T and Huang K (2005). Distributed Interactive Video Arrays for Event Capture and Enhanced Situational Awareness, IEEE Intelligent Systems, 20:5, (58-66), Online publication date: 1-Sep-2005.
- Ferentinos K (2005). Biological engineering applications of feedforward neural networks designed and parameterized by genetic algorithms, Neural Networks, 18:7, (934-950), Online publication date: 1-Sep-2005.
- Drake D and Baird H Distinguishing Mathematics Notation from English Text using Computational Geometry Proceedings of the Eighth International Conference on Document Analysis and Recognition, (1270-1274)
- Alahari K, Putrevu S and Jawahar C Discriminant Substrokes for Online Handwriting Recognition Proceedings of the Eighth International Conference on Document Analysis and Recognition, (499-505)
- Duong J and Emptoz H Cascade Classifier Proceedings of the Eighth International Conference on Document Analysis and Recognition, (1065-1069)
- Bharath A, Deepu V and Madhvanath S An Approach to Identify Unique Styles in Online Handwriting Recognition Proceedings of the Eighth International Conference on Document Analysis and Recognition, (775-779)
- Bulacu M and Schomaker L A Comparison of Clustering Methods for Writer Identification and Verification Proceedings of the Eighth International Conference on Document Analysis and Recognition, (1275-1279)
- Zhu B and Nakagaw M Segmentation of On-line Handwritten Japanese Text of Arbitrary Line Direction by a Neural Network for Improving Text Recognition Proceedings of the Eighth International Conference on Document Analysis and Recognition, (157-161)
- Meshesha M and Jawahar C Recognition of Printed Amharic Documents Proceedings of the Eighth International Conference on Document Analysis and Recognition, (784-788)
- Cha S, Yoon S and Tappert C On Binary Similarity Measures for Handwritten Character Recognition Proceedings of the Eighth International Conference on Document Analysis and Recognition, (4-8)
- Wakahara T Multi-template GAT Correlation for Character Recognition with a Limited Quantity of Data Proceedings of the Eighth International Conference on Document Analysis and Recognition, (824-828)
- Wang Y and Casasent D A Hierarchical Classifier Using New Support Vector Machine Proceedings of the Eighth International Conference on Document Analysis and Recognition, (851-855)
- Joshi N, Sita G, Ramakrishnan A, Deepu V and Madhvanath S Machine Recognition of Online Handwritten Devanagari Characters Proceedings of the Eighth International Conference on Document Analysis and Recognition, (1156-1160)
- Schlapbach A, Kilchherr V and Bunke H ImprovingWriter Identification by Means of Feature Selection and Extraction Proceedings of the Eighth International Conference on Document Analysis and Recognition, (131-135)
- Long T and Jin L Hybrid Recognition for One Stroke Style Cursive Handwriting Characters Proceedings of the Eighth International Conference on Document Analysis and Recognition, (232-236)
- Yin X, Liu C and Han Z Financial Document Image Coding with Regions of Interest Using JPEG2000 Proceedings of the Eighth International Conference on Document Analysis and Recognition, (96-100)
- Franc V and Hlaváč V License plate character segmentation using hidden markov chains Proceedings of the 27th DAGM conference on Pattern Recognition, (385-392)
- Kahsay L, Schwenker F and Palm G Comparison of multiclass SVM decomposition schemes for visual object recognition Proceedings of the 27th DAGM conference on Pattern Recognition, (334-341)
- Guillén A, Rojas I, González J, Pomares H, Herrera L, Valenzuela O and Prieto A A possibilistic approach to RBFN centers initialization Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II, (174-183)
- Jaworski W Model selection and assessment for classification using validation Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part I, (481-490)
- Lim L, Wang M and Vitter J CXHist Proceedings of the 31st international conference on Very large data bases, (1187-1198)
- Sun S, Zhang C and Lu N On the on-line learning algorithms for EEG signal classification in brain computer interfaces Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II, (638-647)
- Li H, Chen W and Shen I Supervised learning for classification Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part II, (49-57)
- Kim D, Park J and Joo Y Design of fuzzy rule-based classifier Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I, (416-425)
- Zhang J, Li S and Wang J Geometrical probability covering algorithm Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I, (223-231)
- Zhu D, Chen E and Yang Y A quantum neural networks data fusion algorithm and its application for fault diagnosis Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I, (581-590)
- Choi J and Yi J Low-Dimensional facial image representation using FLD and MDS Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I, (223-232)
- Pang Y, Zhang L, Liu Z, Yu N and Li H Neighborhood preserving projections (NPP) Proceedings of the 2005 international conference on Advances in Intelligent Computing - Volume Part I, (117-125)
- Karamcheti V, Geiger D, Kedem Z and Muthukrishnan S Detecting malicious network traffic using inverse distributions of packet contents Proceedings of the 2005 ACM SIGCOMM workshop on Mining network data, (165-170)
- Vilariño F, Spyridonos P, Vitrià J and Radeva P Experiments with SVM and stratified sampling with an imbalanced problem Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II, (783-791)
- Gedda M Clustering of objects in 3d electron tomography reconstructions of protein solutions based on shape measurements Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II, (377-383)
- Bhagavatula R and Savvides M Eigen and fisher-fourier spectra for shift invariant pose-tolerant face recognition Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II, (351-359)
- Singh M, Singh S and Partridge D Parameter optimization for image segmentation algorithms Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II, (11-19)
- Wang J and Singh S Spatial feature based recognition of human dynamics in video sequences Proceedings of the Third international conference on Pattern Recognition and Image Analysis - Volume Part II, (84-93)
- Wang F and Zhang C Spectral clustering for time series Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I, (345-354)
- Pham T An optimally weighted fuzzy k-NN algorithm Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I, (239-247)
- Raudys S and Zliobaite I Prediction of commodity prices in rapidly changing environments Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I, (154-163)
- Altınçay H and Tüzel A Combination of boosted classifiers using bounded weights Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I, (146-153)
- Raudys S Taxonomy of classifiers based on dissimilarity features Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I, (136-145)
- Cai D, Shao Z, He X, Yan X and Han J Mining hidden community in heterogeneous social networks Proceedings of the 3rd international workshop on Link discovery, (58-65)
- Liu H, Yin X and Han J An efficient multi-relational Naïve Bayesian classifier based on semantic relationship graph Proceedings of the 4th international workshop on Multi-relational mining, (39-48)
- Holte R and Drummond C Cost-sensitive classifier evaluation Proceedings of the 1st international workshop on Utility-based data mining, (3-9)
- Surdeanu M, Turmo J and Ageno A A hybrid unsupervised approach for document clustering Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, (685-690)
- Hershkop S and Stolfo S Combining email models for false positive reduction Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, (98-107)
- Gao B, Liu T, Zheng X, Cheng Q and Ma W Consistent bipartite graph co-partitioning for star-structured high-order heterogeneous data co-clustering Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, (41-50)
- Chen R and Herskovits E A Bayesian network classifier with inverse tree structure for voxelwise magnetic resonance image analysis Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining, (4-12)
- Fyfe C Matching the dimensionality of maps with that of the data Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization, (225-230)
- Lau R Adaptive negotiation agents for e-business Proceedings of the 7th international conference on Electronic commerce, (271-278)
- Carneiro G and Vasconcelos N A database centric view of semantic image annotation and retrieval Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, (559-566)
- Yom-Tov E, Fine S, Carmel D and Darlow A Learning to estimate query difficulty Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, (512-519)
- Ma B and Li H A phonotactic-semantic paradigm for automatic spoken document classification Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, (369-376)
- Gao J, Qi H, Xia X and Nie J Linear discriminant model for information retrieval Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, (290-297)
- Yan J, Liu N, Zhang B, Yan S, Chen Z, Cheng Q, Fan W and Ma W OCFS Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, (122-129)
- Cai D and He X Orthogonal locality preserving indexing Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval, (3-10)
- Stibor T, Timmis J and Eckert C A comparative study of real-valued negative selection to statistical anomaly detection techniques Proceedings of the 4th international conference on Artificial Immune Systems, (262-275)
- Marzouk Y and Ghoniem A (2005). K-means clustering for optimal partitioning and dynamic load balancing of parallel hierarchical N-body simulations, Journal of Computational Physics, 207:2, (493-528), Online publication date: 10-Aug-2005.
- Mann T, Humbert R, Stamatoyannopolous J and Noble W Automated Validation of Polymerase Chain Reactions Using Amplicon Melting Curves Proceedings of the 2005 IEEE Computational Systems Bioinformatics Conference, (377-385)
- Williams D, Liao X, Xue Y and Carin L Incomplete-data classification using logistic regression Proceedings of the 22nd international conference on Machine learning, (972-979)
- Taskar B, Chatalbashev V, Koller D and Guestrin C Learning structured prediction models Proceedings of the 22nd international conference on Machine learning, (896-903)
- Şimşek Ö, Wolfe A and Barto A Identifying useful subgoals in reinforcement learning by local graph partitioning Proceedings of the 22nd international conference on Machine learning, (816-823)
- De la Torre F and Kanade T Multimodal oriented discriminant analysis Proceedings of the 22nd international conference on Machine learning, (177-184)
- Pernkopf F and Bouchaffra D (2005). Genetic-Based EM Algorithm for Learning Gaussian Mixture Models, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:8, (1344-1348), Online publication date: 1-Aug-2005.
- Yu J (2005). General C-Means Clustering Model, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:8, (1197-1211), Online publication date: 1-Aug-2005.
- Hsu E, Pulli K and Popović J Style translation for human motion ACM SIGGRAPH 2005 Papers, (1082-1089)
- Hoiem D, Efros A and Hebert M Automatic photo pop-up ACM SIGGRAPH 2005 Papers, (577-584)
- Qiu X and Wu L Stepwise nearest neighbor discriminant analysis Proceedings of the 19th international joint conference on Artificial intelligence, (829-834)
- Diligenti M, Gori M and Maggini M Learning web page scores by error back-propagation Proceedings of the 19th international joint conference on Artificial intelligence, (684-689)
- Spinosa E and de Carvalho A Combining one-class classifiers for robust novelty detection in gene expression data Proceedings of the 2005 Brazilian conference on Advances in Bioinformatics and Computational Biology, (54-64)
- Kim J, Kim J, Chung C and Hwang J On a video surveillance system with a DSP by the LDA algorithm Proceedings of the 3rd international conference on Human Society@Internet: web and Communication Technologies and Internet-Related Social Issues, (200-207)
- Şimşek Ö and Barto A Learning skills in reinforcement learning using relative novelty Proceedings of the 6th international conference on Abstraction, Reformulation and Approximation, (367-374)
- Sukthankar G and Sycara K A cost minimization approach to human behavior recognition Proceedings of the fourth international joint conference on Autonomous agents and multiagent systems, (1067-1074)
- Lee C and Jung K NMF-Based approach to font classification of printed english alphabets for document image understanding Proceedings of the Second international conference on Modeling Decisions for Artificial Intelligence, (354-364)
- Mizutani K and Miyamoto S Possibilistic approach to kernel-based fuzzy c-means clustering with entropy regularization Proceedings of the Second international conference on Modeling Decisions for Artificial Intelligence, (144-155)
- Zhang W, Shan S, Zhang H, Gao W and Chen X Multi-resolution histograms of local variation patterns (MHLVP) for robust face recognition Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication, (937-944)
- Li M, Yuan B and Tang X Gabor feature based classification using 2d linear discriminant analysis for face recognition Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication, (929-936)
- Gibbons M, Yoon S, Cha S and Tappert C Evaluation of biometric identification in open systems Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication, (823-831)
- Lee Y, Lee K and Pan S Local and global feature extraction for face recognition Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication, (219-228)
- Fan W, Wang Y and Tan T Video-Based face recognition using bayesian inference model Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication, (122-130)
- Ramos-Castro D, Gonzalez-Rodriguez J, Champod C, Fierrez-Aguilar J and Ortega-Garcia J Between-Source modelling for likelihood ratio computation in forensic biometric recognition Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication, (1080-1089)
- Lara E and Barandela R Scaling clustering algorithm for data with categorical attributes Proceedings of the 9th WSEAS International Conference on Computers, (1-6)
- Kumar A, Sabharwal Y and Sen S Linear time algorithms for clustering problems in any dimensions Proceedings of the 32nd international conference on Automata, Languages and Programming, (1374-1385)
- Awate S and Whitaker R Nonparametric neighborhood statistics for MRI denoising Proceedings of the 19th international conference on Information Processing in Medical Imaging, (677-688)
- Zhu W Semantic scene concept learning by an autonomous agent Proceedings of the 20th national conference on Artificial intelligence - Volume 2, (962-967)
- Zhang P, Peng J and Riedel N Finite sample error bound for Parzen windows Proceedings of the 20th national conference on Artificial intelligence - Volume 2, (925-930)
- Guo Y and Greiner R Discriminative model selection for belief net structures Proceedings of the 20th national conference on Artificial intelligence - Volume 2, (770-776)
- Pan R, Yang Q, Pan J and Li L Competence driven case-base mining Proceedings of the 20th national conference on Artificial intelligence - Volume 1, (228-233)
- Xia Y, Weng S, Zhang C and Li S Mixture random effect model based meta-analysis for medical data mining Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition, (630-640)
- Ferrandiz S and Boullé M Supervised evaluation of dataset partitions Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition, (600-609)
- Latecki L, Miezianko R and Pokrajac D Activity and motion detection based on measuring texture change Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition, (476-486)
- Bak E A new multidimensional feature transformation for linear classifiers and its applications Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition, (275-284)
- Bobrowski L Ranked modelling with feature selection based on the CPL criterion functions Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition, (218-227)
- Takigawa I, Kudo M and Nakamura A The convex subclass method Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition, (90-99)
- Payer U, Teufl P and Lamberger M Hybrid engine for polymorphic shellcode detection Proceedings of the Second international conference on Detection of Intrusions and Malware, and Vulnerability Assessment, (19-31)
- Veeramachaneni S, Sarkar P and Nagy G Modeling context as statistical dependence Proceedings of the 5th international conference on Modeling and Using Context, (515-528)
- Nagy N, Zhang X, Nagy G and Schneider E A quantitative categorization of phonemic dialect features in context Proceedings of the 5th international conference on Modeling and Using Context, (326-338)
- Cimiano P, Hotho A and Staab S (2005). Learning concept hierarchies from text corpora using formal concept analysis, Journal of Artificial Intelligence Research, 24:1, (305-339), Online publication date: 1-Jul-2005.
- Jan Latecki L, Miezianko R and Pokrajac D (2005). Reliability of motion features in surveillance videos, Integrated Computer-Aided Engineering, 12:3, (279-290), Online publication date: 1-Jul-2005.
- Kang J, Welbourne W, Stewart B and Borriello G (2005). Extracting places from traces of locations, ACM SIGMOBILE Mobile Computing and Communications Review, 9:3, (58-68), Online publication date: 1-Jul-2005.
- Hsu E, Pulli K and Popović J (2005). Style translation for human motion, ACM Transactions on Graphics, 24:3, (1082-1089), Online publication date: 1-Jul-2005.
- Hoiem D, Efros A and Hebert M (2005). Automatic photo pop-up, ACM Transactions on Graphics, 24:3, (577-584), Online publication date: 1-Jul-2005.
- Staal J, Kalitzin S and Viergever M (2005). A Trained Spin-Glass Model for Grouping of Image Primitives, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:7, (1172-1182), Online publication date: 1-Jul-2005.
- Perronnin F, Dugelay J and Rose K (2005). A Probabilistic Model of Face Mapping with Local Transformations and Its Application to Person Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:7, (1157-1171), Online publication date: 1-Jul-2005.
- Irony R, Cohen-Or D and Lischinski D Colorization by example Proceedings of the Sixteenth Eurographics conference on Rendering Techniques, (201-210)
- Fuchs M, Blanz V and Seidel H Bayesian relighting Proceedings of the Sixteenth Eurographics conference on Rendering Techniques, (157-164)
- Stephens C, Waelbroeck H and Talley S Predicting healthcare costs using GAs Proceedings of the 7th annual workshop on Genetic and evolutionary computation, (159-163)
- Kwon Y and Moon B Nonlinear feature extraction using a neuro genetic hybrid Proceedings of the 7th annual conference on Genetic and evolutionary computation, (2089-2096)
- Ravichandran B, Gandhe A and Smith R XCS for robust automatic target recognition Proceedings of the 7th annual conference on Genetic and evolutionary computation, (1803-1810)
- Haapalainen E, Laurinen P, Junno H, Tuovinen L and Röning J Methods for classifying spot welding processes Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence, (412-421)
- Jung D and Kim H Place recognition system from long-term observations Proceedings of the 18th international conference on Innovations in Applied Artificial Intelligence, (36-43)
- Lepistö L, Kunttu I and Visa A Color-Based classification of natural rock images using classifier combinations Proceedings of the 14th Scandinavian conference on Image Analysis, (901-909)
- Bednarik R, Kinnunen T, Mihaila A and Fränti P Eye-Movements as a biometric Proceedings of the 14th Scandinavian conference on Image Analysis, (780-789)
- Altrichter M, Ludányi Z and Horváth G Joint analysis of multiple mammographic views in CAD systems for breast cancer detection Proceedings of the 14th Scandinavian conference on Image Analysis, (760-769)
- Srinivasan P, Birchfield D, Qian G and Kidané A A pressure sensing floor for interactive media applications Proceedings of the 2005 ACM SIGCHI International Conference on Advances in computer entertainment technology, (278-281)
- Farias G, Dormido R, Santos M and Duro N Image classifier for the TJ-II thomson scattering diagnostic Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II, (604-612)
- Dormido-Canto S, Vega J, Sánchez J and Farias G Information retrieval and classification with wavelets and support vector machines Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II, (548-557)
- del Valle M, Sánchez B, Lago-Fernández L and Corbacho F Towards a methodology to search for near-optimal representations in classification problems Proceedings of the First international work-conference on the Interplay Between Natural and Artificial Computation conference on Artificial Intelligence and Knowledge Engineering Applications: a bioinspired approach - Volume Part II, (291-299)
- Tian Q, Yu J and Huang T Boosting multiple classifiers constructed by hybrid discriminant analysis Proceedings of the 6th international conference on Multiple Classifier Systems, (42-52)
- Chawla N and Bowyer K Designing multiple classifier systems for face recognition Proceedings of the 6th international conference on Multiple Classifier Systems, (407-416)
- Fierrez-Aguilar J, Garcia-Romero D, Ortega-Garcia J and Gonzalez-Rodriguez J Speaker verification using adapted user-dependent multilevel fusion Proceedings of the 6th international conference on Multiple Classifier Systems, (356-365)
- Muhlbaier M, Topalis A and Polikar R Ensemble confidence estimates posterior probability Proceedings of the 6th international conference on Multiple Classifier Systems, (326-335)
- Ayad H and Kamel M Cluster-Based cumulative ensembles Proceedings of the 6th international conference on Multiple Classifier Systems, (236-245)
- Chen L and Kamel M Design of multiple classifier systems for time series data Proceedings of the 6th international conference on Multiple Classifier Systems, (216-225)
- Nishida K, Yamauchi K and Omori T ACE Proceedings of the 6th international conference on Multiple Classifier Systems, (176-185)
- Goldszmidt M, Cohen I, Fox A and Zhang S Three research challenges at the intersection of machine learning, statistical induction, and systems Proceedings of the 10th conference on Hot Topics in Operating Systems - Volume 10, (10-10)
- Ciaramella A, Longo G, Staiano A and Tagliaferri R NEC Proceedings of the 16th Italian conference on Neural Nets, (49-56)
- Rouco J, Barreira N, Penedo M and Pardo X Conversion into three-dimensional implicit surface representation from topological active volumes based segmentation Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I, (60-68)
- Pylvänäinen T Accelerometer based gesture recognition using continuous HMMs Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I, (639-646)
- Gil D, Hernandez A, Carol A, Rodriguez O and Radeva P A deterministic-statistic adventitia detection in IVUS images Proceedings of the Third international conference on Functional Imaging and Modeling of the Heart, (65-74)
- Darken C Towards learned anticipation in complex stochastic environments Proceedings of the First AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, (27-32)
- Braga-Neto U and Goutsias J (2005). Object-Based Image Analysis Using Multiscale Connectivity, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:6, (892-907), Online publication date: 1-Jun-2005.
- Fred A and Jain A (2005). Combining Multiple Clusterings Using Evidence Accumulation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:6, (835-850), Online publication date: 1-Jun-2005.
- Ye J and Li Q (2005). A Two-Stage Linear Discriminant Analysis via QR-Decomposition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:6, (929-941), Online publication date: 1-Jun-2005.
- Fumera G and Roli F (2005). A Theoretical and Experimental Analysis of Linear Combiners for Multiple Classifier Systems, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:6, (942-956), Online publication date: 1-Jun-2005.
- Adomavicius G and Tuzhilin A (2005). Toward the Next Generation of Recommender Systems, IEEE Transactions on Knowledge and Data Engineering, 17:6, (734-749), Online publication date: 1-Jun-2005.
- Casasent D and Wang Y (2005). 2005 Special Issue, Neural Networks, 18:5-6, (541-548), Online publication date: 1-Jun-2005.
- Cardoso J, Pinto da Costa J and Cardoso M (2005). 2005 Special issue, Neural Networks, 18:5-6, (808-817), Online publication date: 1-Jun-2005.
- Langseth H and Nielsen T (2005). Latent Classification Models, Machine Language, 59:3, (237-265), Online publication date: 1-Jun-2005.
- Liu P, Tan S, Li H, Qi Z, Kong J, McGaughy B and He L An efficient method for terminal reduction of interconnect circuits considering delay variations Proceedings of the 2005 IEEE/ACM International conference on Computer-aided design, (821-826)
- Du L, Liu H, Bao Z and Zhang J A compound statistical model based radar HRRP target recognition Proceedings of the Second international conference on Advances in neural networks - Volume Part II, (369-374)
- Kocsor A On kernel discriminant analyses applied to phoneme classification Proceedings of the Second international conference on Advances in neural networks - Volume Part II, (357-362)
- Kim D, Nguyen H, Ohn S and Park J Fusions of GA and SVM for anomaly detection in intrusion detection system Proceedings of the Second international conference on Advances in Neural Networks - Volume Part III, (415-420)
- Xing H, Yang Y, Wang Y and Hu B Sparse kernel fisher discriminant analysis Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I, (824-830)
- Liu C Some theoretical properties of mutual information for student assessments in intelligent tutoring systems Proceedings of the 15th international conference on Foundations of Intelligent Systems, (524-534)
- Guan X, Pan G and Wu Z Automatic categorization of traditional chinese painting images with statistical gabor feature and color feature Proceedings of the 5th international conference on Computational Science - Volume Part I, (743-750)
- Tao Q, Wu G, Wang F and Wang J Some marginal learning algorithms for unsupervised problems Proceedings of the 2005 IEEE international conference on Intelligence and Security Informatics, (395-401)
- Reng L, Moeslund T and Granum E Finding motion primitives in human body gestures Proceedings of the 6th international conference on Gesture in Human-Computer Interaction and Simulation, (133-144)
- Frishman Y and Tal A Visualization of mobile object environments Proceedings of the 2005 ACM symposium on Software visualization, (145-154)
- Ntoulas A, Chao G and Cho J The infocious web search engine Special interest tracks and posters of the 14th international conference on World Wide Web, (840-849)
- Orponen P and Schaeffer S Local clustering of large graphs by approximate fiedler vectors Proceedings of the 4th international conference on Experimental and Efficient Algorithms, (524-533)
- Sharma R and Poole D Probability and equality Proceedings of the 18th Canadian Society conference on Advances in Artificial Intelligence, (227-231)
- Kim J, Kim J and Chung C Face recognition by the LDA-Based algorithm for a video surveillance system on DSP Proceedings of the 2005 international conference on Computational Science and its Applications - Volume Part I, (638-646)
- Kim J and Kim J Real-time implementation of face detection for a ubiquitous computing Proceedings of the 2005 international conference on Computational Science and its Applications - Volume Part I, (1187-1195)
- Cernadas E, Carrión P, Rodriguez P, Muriel E and Antequera T (2005). Short Note, Computer Vision and Image Understanding, 98:2, (344-360), Online publication date: 1-May-2005.
- Cernadas E, Carriön P, Rodriguez P, Muriel E and Antequera T (2005). Analyzing magnetic resonance images of Iberian pork loin to predict its sensorial characteristics, Computer Vision and Image Understanding, 98:2, (345-361), Online publication date: 1-May-2005.
- Luo J and Boutell M (2005). Automatic Image Orientation Detection via Confidence-Based Integration of Low-Level and Semantic Cues, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:5, (715-726), Online publication date: 1-May-2005.
- Shwartz S, Zibulevsky M and Schechner Y (2005). Fast kernel entropy estimation and optimization, Signal Processing, 85:5, (1045-1058), Online publication date: 1-May-2005.
- Dutta P, Grimmer M, Arora A, Bibyk S and Culler D Design of a wireless sensor network platform for detecting rare, random, and ephemeral events Proceedings of the 4th international symposium on Information processing in sensor networks, (70-es)
- Wu D, Morris A and Koreman J MLP internal representation as discriminative features for improved speaker recognition Proceedings of the 3rd international conference on Non-Linear Analyses and Algorithms for Speech Processing, (72-80)
- Chetouani M, Hussain A, Gas B and Zarader J New sub-band processing framework using non-linear predictive models for speech feature extraction Proceedings of the 3rd international conference on Non-Linear Analyses and Algorithms for Speech Processing, (284-290)
- Pérez-Neira A, Lagunas M, Morell A and Bas J Neuro-fuzzy logic in signal processing for communications Proceedings of the 3rd international conference on Non-Linear Analyses and Algorithms for Speech Processing, (10-36)
- Fogarty J, Ko A, Aung H, Golden E, Tang K and Hudson S Examining task engagement in sensor-based statistical models of human interruptibility Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, (331-340)
- Dong J, Krzyzak A and Suen C (2005). Fast SVM Training Algorithm with Decomposition on Very Large Data Sets, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:4, (603-618), Online publication date: 1-Apr-2005.
- Turnbull D and Elkan C (2005). Fast Recognition of Musical Genres Using RBF Networks, IEEE Transactions on Knowledge and Data Engineering, 17:4, (580-584), Online publication date: 1-Apr-2005.
- Lakshminarayan C, Yu Q and Benson A Improving customer experience via text mining Proceedings of the 4th international conference on Databases in Networked Information Systems, (288-299)
- Stephenson M and Amarasinghe S Predicting Unroll Factors Using Supervised Classification Proceedings of the international symposium on Code generation and optimization, (123-134)
- Kempner Y Range image recognition based on statistical multiresolution approach Proceedings of the 4th WSEAS International Conference on Telecommunications and Informatics, (1-6)
- Thomas C, Howie C and Smith L (2005). A New Singly Connected Network Classifier based on Mutual Information, Intelligent Data Analysis, 9:2, (189-205), Online publication date: 1-Mar-2005.
- McGuire M, Plataniotis K and Venetsanopoulos A (2005). Data Fusion of Power and Time Measurements for Mobile Terminal Location, IEEE Transactions on Mobile Computing, 4:2, (142-153), Online publication date: 1-Mar-2005.
- Huang J and Ling C (2005). Using AUC and Accuracy in Evaluating Learning Algorithms, IEEE Transactions on Knowledge and Data Engineering, 17:3, (299-310), Online publication date: 1-Mar-2005.
- Zhao Y, Karypis G and Fayyad U (2005). Hierarchical Clustering Algorithms for Document Datasets, Data Mining and Knowledge Discovery, 10:2, (141-168), Online publication date: 1-Mar-2005.
- Min J and Bowyer K (2005). Improved range image segmentation by analyzing surface fit patterns, Computer Vision and Image Understanding, 97:2, (242-258), Online publication date: 1-Feb-2005.
- Sarkar S, Phillips P, Liu Z, Vega I, Grother P and Bowyer K (2005). The HumanID Gait Challenge Problem, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:2, (162-177), Online publication date: 1-Feb-2005.
- Liu G, Ji C and Chan V (2005). On the scalability of network management information for inter-domain light-path assessment, IEEE/ACM Transactions on Networking, 13:1, (160-172), Online publication date: 1-Feb-2005.
- Vlachos M, Kollios G and Gunopulos D (2005). Elastic Translation Invariant Matching of Trajectories, Machine Language, 58:2-3, (301-334), Online publication date: 1-Feb-2005.
- Begnum K and Burgess M (2005). Principle Components and Importance Ranking of Distributed Anomalies, Machine Language, 58:2-3, (217-230), Online publication date: 1-Feb-2005.
- Aronov B and Har-Peled S On approximating the depth and related problems Proceedings of the sixteenth annual ACM-SIAM symposium on Discrete algorithms, (886-894)
- Har-Peled S and Sadri B How fast is the k-means method? Proceedings of the sixteenth annual ACM-SIAM symposium on Discrete algorithms, (877-885)
- Paczolay D, Felföldi L and Kocsor A (2005). Classifier combination schemes in speech impediment therapy systems, Acta Cybernetica, 17:2, (385-399), Online publication date: 10-Jan-2005.
- Gosztolya G and Kocsor A (2005). A hierarchical evaluation methodology in speech recognition, Acta Cybernetica, 17:2, (213-224), Online publication date: 10-Jan-2005.
- Kristensson P and Zhai S Relaxing stylus typing precision by geometric pattern matching Proceedings of the 10th international conference on Intelligent user interfaces, (151-158)
- Jeong K and Jayne C Moving Shadow Detection using a Combined Geometric and Color Classification Approach Proceedings of the IEEE Workshop on Motion and Video Computing (WACV/MOTION'05) - Volume 2 - Volume 02, (36-43)
- Wilking D and Röfer T Realtime object recognition using decision tree learning RoboCup 2004, (556-563)
- Meriçli Ç, Tufanoğulları I and Akın H World modeling in disaster environments with constructive self-organizing maps for autonomous search and rescue robots RoboCup 2004, (467-473)
- Wojna A Analogy-based reasoning in classifier construction Transactions on Rough Sets IV, (277-374)
- Chollet G, McTait K and Petrovska-Delacrétaz D Data driven approaches to speech and language processing Nonlinear Speech Modeling and Applications, (164-198)
- Skowron A, Świniarski R and Synak P Approximation spaces and information granulation Transactions on Rough Sets III, (175-189)
- Peters J Rough ethology Transactions on Rough Sets III, (153-174)
- Fay R, Kaufmann U, Knoblauch A, Markert H and Palm G Combining visual attention, object recognition and associative information processing in a neurobotic system Biomimetic Neural Learning for Intelligent Robots, (118-143)
- Chung S and McLeod D Dynamic pattern mining Journal on Data Semantics II, (85-112)
- Masip D, Bressan M and Vitrià J (2005). Feature extraction methods for real-time face detection and classification, EURASIP Journal on Advances in Signal Processing, 2005, (2061-2071), Online publication date: 1-Jan-2005.
- Flitti F, Collet C, Vollmer B and Bonnarel F (2005). Multiband segmentation of a spectroscopic line data cube, EURASIP Journal on Advances in Signal Processing, 2005, (2546-2558), Online publication date: 1-Jan-2005.
- Tahir M, Bouridane A, Kurugollu F and Amira A (2005). A novel prostate cancer classification technique using intermediate memory tabu search, EURASIP Journal on Advances in Signal Processing, 2005, (2241-2249), Online publication date: 1-Jan-2005.
- Kachouie N and Alirezaie J (2005). Optimized multichannel filter bank with flat frequency response for texture segmentation, EURASIP Journal on Advances in Signal Processing, 2005, (1834-1844), Online publication date: 1-Jan-2005.
- Mitéran J, Matas J, Bourennane E, Paindavoine M and Dubois J (2005). Automatic hardware implementation tool for a discrete Adaboost-based decision algorithm, EURASIP Journal on Advances in Signal Processing, 2005, (1035-1046), Online publication date: 1-Jan-2005.
- Storms P, van Veelen J and Boasson E (2005). A Process Distribution Approach for Multisensor Data Fusion Systems Based on Geographical Dataspace Partitioning, IEEE Transactions on Parallel and Distributed Systems, 16:1, (14-23), Online publication date: 1-Jan-2005.
- Veeramachaneni S and Nagy G (2005). Style Context with Second-Order Statistics, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:1, (14-22), Online publication date: 1-Jan-2005.
- Sarkar P and Nagy G (2005). Style Consistent Classification of Isogenous Patterns, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:1, (88-98), Online publication date: 1-Jan-2005.
- Phung S, Bouzerdoum A and Chai D (2005). Skin Segmentation Using Color Pixel Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, 27:1, (148-154), Online publication date: 1-Jan-2005.
- Basak J and Krishnapuram R (2005). Interpretable Hierarchical Clustering by Constructing an Unsupervised Decision Tree, IEEE Transactions on Knowledge and Data Engineering, 17:1, (121-132), Online publication date: 1-Jan-2005.
- Bennett P, Dumais S and Horvitz E (2005). The Combination of Text Classifiers Using Reliability Indicators, Information Retrieval, 8:1, (67-100), Online publication date: 1-Jan-2005.
- Chiang I, Shieh M, Hsu J and Wong J (2005). Building a Medical Decision Support System for Colon Polyp Screening by Using Fuzzy Classification Trees, Applied Intelligence, 22:1, (61-75), Online publication date: 1-Jan-2005.
- Ito Y and Srinivasan C (2005). Bayesian decision theory on three-layer neural networks, Neurocomputing, 63, (209-228), Online publication date: 1-Jan-2005.
- Aupetit M and Catz T (2005). High-dimensional labeled data analysis with topology representing graphs, Neurocomputing, 63, (139-169), Online publication date: 1-Jan-2005.
- Pajares G, Cruz J and Belmonte M Support vector machines for shade identification in urban areas Proceedings of the 4th WSEAS International Conference on Signal Processing, Computational Geometry & Artificial Vision, (1-4)
- Zhang W, Shan S, Gao W, Chang Y and Cao B Component-Based cascade linear discriminant analysis for face recognition Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication, (288-295)
- Zhou S Face recognition using more than one still image Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication, (212-223)
- Baralis E and Chiusano S (2004). Essential classification rule sets, ACM Transactions on Database Systems, 29:4, (635-674), Online publication date: 12-Dec-2004.
- Park K, Oh S, Yoon W and Lee K A robust approach to content-based musical genre classification and retrieval using multi-feature clustering Proceedings of the 9th Asian Computing Science conference on Advances in Computer Science: dedicated to Jean-Louis Lassez on the Occasion of His 5th Cycle Birthday, (212-222)
- Cohen I, Goldszmidt M, Kelly T, Symons J and Chase J Correlating instrumentation data to system states Proceedings of the 6th conference on Symposium on Operating Systems Design & Implementation - Volume 6, (16-16)
- Botev Z and Kroese D Global likelihood optimization via the cross-entropy method with an application to mixture models Proceedings of the 36th conference on Winter simulation, (529-535)
- Sucahyo Y and Gopalan R Building a more accurate classifier based on strong frequent patterns Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence, (1036-1042)
- Dy J and Brodley C (2004). Feature Selection for Unsupervised Learning, The Journal of Machine Learning Research, 5, (845-889), Online publication date: 1-Dec-2004.
- Laub J and Müller K (2004). Feature Discovery in Non-Metric Pairwise Data, The Journal of Machine Learning Research, 5, (801-818), Online publication date: 1-Dec-2004.
- Chawla N, Hall L, Bowyer K and Kegelmeyer W (2004). Learning Ensembles from Bites: A Scalable and Accurate Approach, The Journal of Machine Learning Research, 5, (421-451), Online publication date: 1-Dec-2004.
- Carmichael O and Hebert M (2004). Shape-Based Recognition of Wiry Objects, IEEE Transactions on Pattern Analysis and Machine Intelligence, 26:12, (1537-1552), Online publication date: 1-Dec-2004.
- Cyganek B Comparison of nonparametric transformations and bit vector matching for stereo correlation Proceedings of the 10th international conference on Combinatorial Image Analysis, (534-547)
- Tapaswi S and Joshi R An evolutionary computing approach for mining of bio-medical images Proceedings of the 5th Pacific Rim conference on Advances in Multimedia Information Processing - Volume Part III, (523-532)
- Yang K and Shahabi C A PCA-based similarity measure for multivariate time series Proceedings of the 2nd ACM international workshop on Multimedia databases, (65-74)
- Siersdorfer S, Sizov S and Weikum G Goal-oriented methods and meta methods for document classification and their parameter tuning Proceedings of the thirteenth ACM international conference on Information and knowledge management, (59-68)
- Liu C, Sako H and Fujisawa H (2004). Effects of Classifier Structures and Training Regimes on Integrated Segmentation and Recognition of Handwritten Numeral Strings, IEEE Transactions on Pattern Analysis and Machine Intelligence, 26:11, (1395-1407), Online publication date: 1-Nov-2004.
- Liew A, Szeto L, Tang S, Yan H and Yang M (2004). A Computational Approach to Gene Expression Data Extraction and Analysis, Journal of VLSI Signal Processing Systems, 38:3, (237-258), Online publication date: 1-Nov-2004.
- Petrov A and Shams S (2004). Microarray Image Processing and Quality Control, Journal of VLSI Signal Processing Systems, 38:3, (211-226), Online publication date: 1-Nov-2004.
- Castellanos M, Casati F, Dayal U and Shan M (2004). A Comprehensive and Automated Approach to Intelligent Business Processes Execution Analysis, Distributed and Parallel Databases, 16:3, (239-273), Online publication date: 1-Nov-2004.
- Yager R (2004). Soft Aggregation Methods in Case Based Reasoning, Applied Intelligence, 21:3, (277-288), Online publication date: 1-Nov-2004.
- Kristensson P and Zhai S SHARK2 Proceedings of the 17th annual ACM symposium on User interface software and technology, (43-52)
- Bi Y, Anderson T and McClean S Multiple sets of rules for text categorization Proceedings of the Third international conference on Advances in Information Systems, (263-272)
- Kim M, Ryu S, Cho K, Rhee T, Choi H and Kim J Recognition-based digitalization of korean historical archives Proceedings of the 2004 international conference on Asian Information Retrieval Technology, (281-288)
- Zheng X, Cai D, He X, Ma W and Lin X Locality preserving clustering for image database Proceedings of the 12th annual ACM international conference on Multimedia, (885-891)
- Goh K, Chang E and Lai W Multimodal concept-dependent active learning for image retrieval Proceedings of the 12th annual ACM international conference on Multimedia, (564-571)
- Quack T, Mönich U, Thiele L and Manjunath B Cortina Proceedings of the 12th annual ACM international conference on Multimedia, (508-511)
- He X Incremental semi-supervised subspace learning for image retrieval Proceedings of the 12th annual ACM international conference on Multimedia, (2-8)
- Zhang S and Laidlaw D DTI Fiber Clustering in the Whole Brain Proceedings of the conference on Visualization '04
- Toussaint G The geometry of musical rhythm Proceedings of the 2004 Japanese conference on Discrete and Computational Geometry, (198-212)
- Lindgren T and Boström H (2004). Resolving rule conflicts with double induction, Intelligent Data Analysis, 8:5, (457-468), Online publication date: 1-Oct-2004.
- Geibel P, Brefeld U and Wysotzki F (2004). Perceptron and SVM learning with generalized cost models, Intelligent Data Analysis, 8:5, (439-455), Online publication date: 1-Oct-2004.
- Kang J, Welbourne W, Stewart B and Borriello G Extracting places from traces of locations Proceedings of the 2nd ACM international workshop on Wireless mobile applications and services on WLAN hotspots, (110-118)
- Grossberg M and Nayar S (2004). Modeling the Space of Camera Response Functions, IEEE Transactions on Pattern Analysis and Machine Intelligence, 26:10, (1272-1282), Online publication date: 1-Oct-2004.
- Lin C, Chen C and Wu W (2004). Fuzzy clustering algorithm for latent class model, Statistics and Computing, 14:4, (299-310), Online publication date: 1-Oct-2004.
- Li P, Farkas I and MacWhinney B (2004). Early lexical development in a self-organizing neural network, Neural Networks, 17:8-9, (1345-1362), Online publication date: 1-Oct-2004.
- Seo S and Obermayer K (2004). Self-organizing maps and clustering methods for matrix data, Neural Networks, 17:8-9, (1211-1229), Online publication date: 1-Oct-2004.
- Pedrycz W, Breuer A and Pizzi N (2004). Genetic design of feature spaces for pattern classifiers, Artificial Intelligence in Medicine, 32:2, (115-125), Online publication date: 1-Oct-2004.
- Sun J, Zhang B, Chen Z, Lu Y, Shi C and Ma W GE-CKO Proceedings of the 2004 IEEE/WIC/ACM International Conference on Web Intelligence, (299-305)
- Böhme R and Westfeld A Statistical characterisation of MP3 encoders for steganalysis Proceedings of the 2004 workshop on Multimedia and security, (25-34)
- Sabhnani M and Serpen G (2004). Why machine learning algorithms fail in misuse detection on KDD intrusion detection data set, Intelligent Data Analysis, 8:4, (403-415), Online publication date: 1-Sep-2004.
- Zsigri G, Kocsor A, Tóth L and Sejtes G (2004). Phonetic level annotation and segmentation of Hungarian speech databases, Acta Cybernetica, 16:4, (659-673), Online publication date: 1-Sep-2004.
- Wille L (2004). Review of "Learning Kernel Classifiers: Theory and Algorithms by Ralf Herbrich." MIT Press, Cambridge, Mass., 2002. ISBN 026208306X, 384 pages; and Review of "Learning with Kernels: Support Vector Machines, Regularization Optimization and Beyond by Bernhard Scholkopf and Alexander J. Smola." IT Press, Cambridge, Mass., 2002, ISBN 0262194759, 644 pages., ACM SIGACT News, 35:3, (13-17), Online publication date: 1-Sep-2004.
- Law M, Figueiredo M and Jain A (2004). Simultaneous Feature Selection and Clustering Using Mixture Models, IEEE Transactions on Pattern Analysis and Machine Intelligence, 26:9, (1154-1166), Online publication date: 1-Sep-2004.
- Krishnapuram B, Hartemink A, Carin L and Figueiredo M (2004). A Bayesian Approach to Joint Feature Selection and Classifier Design, IEEE Transactions on Pattern Analysis and Machine Intelligence, 26:9, (1105-1111), Online publication date: 1-Sep-2004.
- Peng F, Schuurmans D and Wang S (2004). Augmenting Naive Bayes Classifiers with Statistical Language Models, Information Retrieval, 7:3-4, (317-345), Online publication date: 1-Sep-2004.
- Pereira J, Jorge J, Branco V, Silva N, Cardoso T and Ferreira F Cascading recognizers for ambiguous calligraphic interaction Proceedings of the First Eurographics conference on Sketch-Based Interfaces and Modeling, (63-72)
- Hsu E, Gentry S and Popović J Example-based control of human motion Proceedings of the 2004 ACM SIGGRAPH/Eurographics symposium on Computer animation, (69-77)
- Blatz J, Fitzgerald E, Foster G, Gandrabur S, Goutte C, Kulesza A, Sanchis A and Ueffing N Confidence estimation for machine translation Proceedings of the 20th international conference on Computational Linguistics, (315-es)
- Aksoy S, Koperski K, Tusk C and Marchisio G Interactive training of advanced classifiers for mining remote sensing image archives Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, (773-782)
- Seppänen J and Mannila H Dense itemsets Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, (683-688)
- Aggarwal C, Han J, Wang J and Yu P On demand classification of data streams Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, (503-508)
- Deng L, Pei J, Ma J and Lee D A rank sum test method for informative gene discovery Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, (410-419)
- Ali K and van Stam W TiVo Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, (394-401)
- Ye J, Li Q, Xiong H, Park H, Janardan R and Kumar V IDR/QR Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining, (364-373)
- Gopal K, Romo T, Sacchettini J and Ioerger T Weighting Features to Recognize 3D Patterns of Electron Density in X-Ray Protein Crystallography Proceedings of the 2004 IEEE Computational Systems Bioinformatics Conference, (255-265)
- Can T, Camoglu O, Singh A and Wang Y Automated Protein Classification Using Consensus Decision Proceedings of the 2004 IEEE Computational Systems Bioinformatics Conference, (224-235)
- Wang Y, Yang J and Ningsong P Synergism in color image segmentation Proceedings of the 8th Pacific Rim International Conference on Trends in Artificial Intelligence, (751-759)
- Li Y, Sun J, Tang C and Shum H Lazy snapping ACM SIGGRAPH 2004 Papers, (303-308)
- Robins A (2004). Sequential learning in neural networks: A review and a discussion of pseudorehearsal based methods, Intelligent Data Analysis, 8:3, (301-322), Online publication date: 1-Aug-2004.
- Li Y, Sun J, Tang C and Shum H (2004). Lazy snapping, ACM Transactions on Graphics, 23:3, (303-308), Online publication date: 1-Aug-2004.
- Ordonez C and Omiecinski E (2004). Efficient Disk-Based K-Means Clustering for Relational Databases, IEEE Transactions on Knowledge and Data Engineering, 16:8, (909-921), Online publication date: 1-Aug-2004.
- Kumar N and Behera L (2004). Visual–Motor Coordination Using a Quantum Clustering Based Neural Control Scheme, Neural Processing Letters, 20:1, (11-22), Online publication date: 1-Aug-2004.
- Damiance A, Zhao L and Carvalho A (2004). A dynamical model with adaptive pixel moving for microarray images segmentation, Real-Time Imaging, 10:4, (189-195), Online publication date: 1-Aug-2004.
- Takemura C, Cesar- R, Arantes R, Costa L, Hingst-Zaher E, Bonato V and dos Reis S (2004). Morphometrical data analysis using wavelets, Real-Time Imaging, 10:4, (239-250), Online publication date: 1-Aug-2004.
- Camara O, Colliot O and Bloch I (2004). Computational modeling of thoracic and abdominal anatomy using spatial relationships for image segmentation, Real-Time Imaging, 10:4, (263-273), Online publication date: 1-Aug-2004.
- Plachouras V and Ounis I Usefulness of hyperlink structure for query-biased topic distillation Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval, (448-455)
- Davidov D, Gabrilovich E and Markovitch S Parameterized generation of labeled datasets for text categorization based on a hierarchical directory Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval, (250-257)
- He X, Cai D, Liu H and Ma W Locality preserving indexing for document representation Proceedings of the 27th annual international ACM SIGIR conference on Research and development in information retrieval, (96-103)
- Gao J, Wu A, Li M, Huang C, Li H, Xia X and Qin H Adaptive Chinese word segmentation Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics, (462-es)
- Bowring J, Rehg J and Harrold M Active learning for automatic classification of software behavior Proceedings of the 2004 ACM SIGSOFT international symposium on Software testing and analysis, (195-205)
- Nachman I, Elidan G and Friedman N "Ideal Parent" structure learning for continuous variable networks Proceedings of the 20th conference on Uncertainty in artificial intelligence, (400-409)
- Kuncheva L, Whitaker C, Cockcroft P and Hoare Z Pre-selection of independent binary features Proceedings of the 20th conference on Uncertainty in artificial intelligence, (325-332)
- Estelle J, Vorobeychik Y, Wellman M, Singh S, Kiekintveld C and Soni V Strategic interactions in the TAC 2003 supply chain tournament Proceedings of the 4th international conference on Computers and Games, (316-331)
- Collobert R and Bengio S Links between perceptrons, MLPs and SVMs Proceedings of the twenty-first international conference on Machine learning
- Ding C and He X K-means clustering via principal component analysis Proceedings of the twenty-first international conference on Machine learning
- Hertz T, Bar-Hillel A and Weinshall D Boosting margin based distance functions for clustering Proceedings of the twenty-first international conference on Machine learning
- Shalev-Shwartz S, Singer Y and Ng A Online and batch learning of pseudo-metrics Proceedings of the twenty-first international conference on Machine learning
- Şimşek Ö and Barto A Using relative novelty to identify useful temporal abstractions in reinforcement learning Proceedings of the twenty-first international conference on Machine learning
- Zhang J and Yang Y Probabilistic score estimation with piecewise logistic regression Proceedings of the twenty-first international conference on Machine learning
- Viaene S, Van Gheel D, Ayuso M and Guillén M Cost-Sensitive design of claim fraud screens Proceedings of the 4th international conference on Advances in Data Mining: applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications, (78-87)
- Bobrowski L and Topczewska M Improving the K-NN classification with the euclidean distance through linear data transformations Proceedings of the 4th international conference on Advances in Data Mining: applications in Image Mining, Medicine and Biotechnology, Management and Environmental Control, and Telecommunications, (23-32)
- Bowring J, Rehg J and Harrold M (2004). Active learning for automatic classification of software behavior, ACM SIGSOFT Software Engineering Notes, 29:4, (195-205), Online publication date: 1-Jul-2004.
- Duarte M and Hu Y (2004). Vehicle classification in distributed sensor networks, Journal of Parallel and Distributed Computing, 64:7, (826-838), Online publication date: 1-Jul-2004.
- Borodin A, Ostrovsky R and Rabani Y (2004). Subquadratic Approximation Algorithms for Clustering Problems in High Dimensional Spaces, Machine Language, 56:1-3, (153-167), Online publication date: 25-Jun-2004.
- Mishra N, Ron D and Swaminathan R (2004). A New Conceptual Clustering Framework, Machine Language, 56:1-3, (115-151), Online publication date: 25-Jun-2004.
- Meyerson A, O'Callaghan L and Plotkin S (2004). A k-Median Algorithm with Running Time Independent of Data Size, Machine Language, 56:1-3, (61-87), Online publication date: 25-Jun-2004.
- Mettu R and Plaxton C (2004). Optimal Time Bounds for Approximate Clustering, Machine Language, 56:1-3, (35-60), Online publication date: 25-Jun-2004.
- Dhamankar R, Lee Y, Doan A, Halevy A and Domingos P iMAP Proceedings of the 2004 ACM SIGMOD international conference on Management of data, (383-394)
- Jain A, Chang E and Wang Y Adaptive stream resource management using Kalman Filters Proceedings of the 2004 ACM SIGMOD international conference on Management of data, (11-22)
- Zhang B and Jang H A bayesian algorithm for in vitro molecular evolution of pattern classifiers Proceedings of the 10th international conference on DNA computing, (458-467)
- Collins A, Zomorodian A, Carlsson G and Guibas L A barcode shape descriptor for curve point cloud data Proceedings of the First Eurographics conference on Point-Based Graphics, (181-191)
- Rao Y, Principe J and Wong T (2004). Fast RLS-Like Algorithm for Generalized Eigendecomposition and its Applications, Journal of VLSI Signal Processing Systems, 37:2-3, (333-344), Online publication date: 1-Jun-2004.
- Singh A, Manjunath B and Murphy R (2004). A distributed database for bio-molecular images, ACM SIGMOD Record, 33:2, (65-71), Online publication date: 1-Jun-2004.
- Toh K, Tran Q and Srinivasan D (2004). Benchmarking a Reduced Multivariate Polynomial Pattern Classifier, IEEE Transactions on Pattern Analysis and Machine Intelligence, 26:6, (740-755), Online publication date: 1-Jun-2004.
- Georgescu B and Meer P (2004). Point Matching under Large Image Deformations and Illumination Changes, IEEE Transactions on Pattern Analysis and Machine Intelligence, 26:6, (674-688), Online publication date: 1-Jun-2004.
- Zhao Y and Karypis G (2004). Empirical and Theoretical Comparisons of Selected Criterion Functions for Document Clustering, Machine Language, 55:3, (311-331), Online publication date: 1-Jun-2004.
- Fu X, Graham B, Xuan D, Bettati R and Zhao W Empirical and theoretical evaluation of active probing attacks and their countermeasures Proceedings of the 6th international conference on Information Hiding, (266-281)
- Kummamuru K, Lotlikar R, Roy S, Singal K and Krishnapuram R A hierarchical monothetic document clustering algorithm for summarization and browsing search results Proceedings of the 13th international conference on World Wide Web, (658-665)
- Hu N, Huang W and Ranganath S Fast detection of frequent change in focus of human attention Proceedings of the Second international conference on Attention and Performance in Computational Vision, (216-230)
- Peng J, Heisterkamp D and Dai H (2004). Adaptive Quasiconformal Kernel Nearest Neighbor Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, 26:5, (656-661), Online publication date: 1-May-2004.
- Viaene S, Derrig R and Dedene G (2004). A Case Study of Applying Boosting Naive Bayes to Claim Fraud Diagnosis, IEEE Transactions on Knowledge and Data Engineering, 16:5, (612-620), Online publication date: 1-May-2004.
- Gómez-Ruiz J, Jerez-Aragonés J, Muñoz-Pérez J and Alba-Conejo E (2004). A Neural Network Based Model for Prognosis of Early Breast Cancer, Applied Intelligence, 20:3, (231-238), Online publication date: 1-May-2004.
- Morillo P, Orduña J and Fernández M (2004). A comparison study of evolutive algorithms for solving the partitioning problem in distributed virtual environment systems, Parallel Computing, 30:5-6, (585-610), Online publication date: 1-May-2004.
- Dey A, Hamid R, Beckmann C, Li I and Hsu D a CAPpella Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, (33-40)
- Mladenic D and Grobelnik M Visualizing very large graphs using clustering neighborhoods Proceedings of the 2004 international conference on Local Pattern Detection, (89-97)
- Höppner F Local pattern detection and clustering Proceedings of the 2004 international conference on Local Pattern Detection, (53-70)
- Yang M and Wu K (2004). A Similarity-Based Robust Clustering Method, IEEE Transactions on Pattern Analysis and Machine Intelligence, 26:4, (434-448), Online publication date: 1-Apr-2004.
- Singh S and Markou M (2004). An Approach to Novelty Detection Applied to the Classification of Image Regions, IEEE Transactions on Knowledge and Data Engineering, 16:4, (396-407), Online publication date: 1-Apr-2004.
- Precup D and Utgoff P (2004). Classification Using Φ-Machines and Constructive Function Approximation, Machine Language, 55:1, (31-52), Online publication date: 1-Apr-2004.
- Huston L, Sukthankar R, Wickremesinghe R, Satyanarayanan M, Ganger G, Riedel E and Ailamaki A Diamond Proceedings of the 3rd USENIX conference on File and storage technologies, (6-6)
- Huston L, Sukthankar R, Wickremesinghe R, Satyanarayanan M, Ganger G, Riedel E and Ailamaki A Diamond: A Storage Architecture for Early Discard in Interactive Search Proceedings of the 3rd USENIX Conference on File and Storage Technologies, (73-86)
- Caverlee J, Liu L and Buttler D Probe, Cluster, and Discover Proceedings of the 20th International Conference on Data Engineering
- Santella A and DeCarlo D Robust clustering of eye movement recordings for quantification of visual interest Proceedings of the 2004 symposium on Eye tracking research & applications, (27-34)
- Granmo O Parallel hypothesis driven video content analysis Proceedings of the 2004 ACM symposium on Applied computing, (642-648)
- Ding C and He X K-nearest-neighbor consistency in data clustering Proceedings of the 2004 ACM symposium on Applied computing, (584-589)
- Lapata M and Brew C (2004). Verb class disambiguation using informative priors, Computational Linguistics, 30:1, (45-73), Online publication date: 1-Mar-2004.
- Greenspan H, Goldberger J and Mayer A (2004). Probabilistic Space-Time Video Modeling via Piecewise GMM, IEEE Transactions on Pattern Analysis and Machine Intelligence, 26:3, (384-396), Online publication date: 1-Mar-2004.
- Wei J (2004). Markov Edit Distance, IEEE Transactions on Pattern Analysis and Machine Intelligence, 26:3, (311-321), Online publication date: 1-Mar-2004.
- Natsev A, Rastogi R and Shim K (2004). WALRUS, IEEE Transactions on Knowledge and Data Engineering, 16:3, (301-316), Online publication date: 1-Mar-2004.
- Kalousis A, Gama J and Hilario M (2004). On Data and Algorithms, Machine Language, 54:3, (275-312), Online publication date: 1-Mar-2004.
- Jiang J and Papavassiliou S (2004). Detecting Network Attacks in the Internet via Statistical Network Traffic Normality Prediction, Journal of Network and Systems Management, 12:1, (51-72), Online publication date: 1-Mar-2004.
- Hse H, Shilman M and Newton A Robust sketched symbol fragmentation using templates Proceedings of the 9th international conference on Intelligent user interfaces, (156-160)
- Khalifa I, Moussa M and Kamel M Range image segmentation using local approximation of scan lines with application to CAD model acquisition Integrated image and graphics technologies, (351-371)
- Karat J, Karat C and Brodie C Personalizing interaction Designing personalized user experiences in eCommerce, (7-17)
- Létourneau D, Michaud F and Valin J (2004). Autonomous mobile robot that can read, EURASIP Journal on Advances in Signal Processing, 2004, (2650-2662), Online publication date: 1-Jan-2004.
- Ribeiro M (2004). Learning rate updating methods applied to adaptive fuzzy equalizers for broadband power line communications, EURASIP Journal on Advances in Signal Processing, 2004, (2592-2599), Online publication date: 1-Jan-2004.
- Erdogmus D, Rao Y, Peddaneni H, Hegde A and Principe J (2004). Recursive principal components analysis using eigenvector matrix perturbation, EURASIP Journal on Advances in Signal Processing, 2004, (2034-2041), Online publication date: 1-Jan-2004.
- Chen S, Hanzo L and Wolfgang A (2004). Nonlinear multiantenna detection methods, EURASIP Journal on Advances in Signal Processing, 2004, (1225-1237), Online publication date: 1-Jan-2004.
- Bimbot F, Bonastre J, Fredouille C, Gravier G, Magrin-Chagnolleau I, Meignier S, Merlin T, Ortega-García J, Petrovska-Delacrétaz D and Reynolds D (2004). A tutorial on text-independent speaker verification, EURASIP Journal on Advances in Signal Processing, 2004, (430-451), Online publication date: 1-Jan-2004.
- BenAbdelkader C, Cutler R and Davis L (2004). Gait recognition using image self-similarity, EURASIP Journal on Advances in Signal Processing, 2004, (572-585), Online publication date: 1-Jan-2004.
- Barhen J, Protopopescu V and Reister D (2005). Consistent Uncertainty Reduction in Modeling Nonlinear Systems, SIAM Journal on Scientific Computing, 26:2, (653-665), Online publication date: 1-Jan-2004.
- Keysers D, Macherey W, Ney H and Dahmen J (2004). Adaptation in Statistical Pattern Recognition Using Tangent Vectors, IEEE Transactions on Pattern Analysis and Machine Intelligence, 26:2, (269-274), Online publication date: 1-Jan-2004.
- Lu C and Ferrier N (2004). Repetitive Motion Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, 26:2, (258-263), Online publication date: 1-Jan-2004.
- Liu C, Jaeger S and Nakagawa M (2004). Online Recognition of Chinese Characters, IEEE Transactions on Pattern Analysis and Machine Intelligence, 26:2, (198-213), Online publication date: 1-Jan-2004.
- Namboodiri A and Jain A (2004). Online Handwritten Script Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 26:1, (124-130), Online publication date: 1-Jan-2004.
- Schmid C (2004). Weakly Supervised Learning of Visual Models and Its Application to Content-Based Retrieval, International Journal of Computer Vision, 56:1-2, (7-16), Online publication date: 1-Jan-2004.
- Van Gestel T, Suykens J, Baesens B, Viaene S, Vanthienen J, Dedene G, De Moor B and Vandewalle J (2004). Benchmarking Least Squares Support Vector Machine Classifiers, Machine Language, 54:1, (5-32), Online publication date: 1-Jan-2004.
- Tran D and Sharma D Automatic gender recognition Proceedings of the 2nd WSEAS International Conference on Electronics, Control and Signal Processing, (1-5)
- Manjunatha J, Sivaramakrishnan K, Pandey R and Murthy M (2003). Citation prediction using time series approach KDD Cup 2003 (task 1), ACM SIGKDD Explorations Newsletter, 5:2, (152-153), Online publication date: 1-Dec-2003.
- Rubinstein B, McAuliffe J, Cawley S, Palaniswami M, Ramamohanarao K and Speed T (2003). Machine learning in low-level microarray analysis, ACM SIGKDD Explorations Newsletter, 5:2, (130-139), Online publication date: 1-Dec-2003.
- Spangler W, Gal-Or M and May J (2003). Using data mining to profile TV viewers, Communications of the ACM, 46:12, (66-72), Online publication date: 1-Dec-2003.
- Kim K, Jung K and Kim J (2003). Texture-Based Approach for Text Detection in Images Using Support Vector Machines and Continuously Adaptive Mean Shift Algorithm, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:12, (1631-1639), Online publication date: 1-Dec-2003.
- Suzuki K, Horiba I and Sugie N (2003). Neural Edge Enhancer for Supervised Edge Enhancement from Noisy Images, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:12, (1582-1596), Online publication date: 1-Dec-2003.
- Inoue M and Ueda N (2003). Exploitation of Unlabeled Sequences in Hidden Markov Models, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:12, (1570-1581), Online publication date: 1-Dec-2003.
- Pan Z, Healey G, Prasad M and Tromberg B (2003). Face Recognition in Hyperspectral Images, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:12, (1552-1560), Online publication date: 1-Dec-2003.
- Roth V, Laub J, Kawanabe M and Buhmann J (2003). Optimal Cluster Preserving Embedding of Nonmetric Proximity Data, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:12, (1540-1551), Online publication date: 1-Dec-2003.
- Singh S (2003). Multiresolution Estimates of Classification Complexity, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:12, (1534-1539), Online publication date: 1-Dec-2003.
- Markou M and Singh S (2003). Novelty detection, Signal Processing, 83:12, (2481-2497), Online publication date: 1-Dec-2003.
- Park C and Park H Efficient Nonlinear Dimension Reduction for Clustered Data Using Kernel Functions Proceedings of the Third IEEE International Conference on Data Mining
- Ye J, Janardan R, Park C and Park H A new optimization criterion for generalized discriminant analysis on undersampled problems Proceedings of the Third IEEE International Conference on Data Mining
- Dhillon I and Guan Y Information Theoretic Clustering of Sparse Co-Occurrence Data Proceedings of the Third IEEE International Conference on Data Mining
- Li M, Feng S, Sethi I, Luciow J and Wagner K Mining Production Data with Neural Network & CART Proceedings of the Third IEEE International Conference on Data Mining
- Cappelli R, Maio D, Maltoni D and Nanni L A two-stage fingerprint classification system Proceedings of the 2003 ACM SIGMM workshop on Biometrics methods and applications, (95-99)
- Chan C, Lyons M and Tetsutani N Mouthbrush Proceedings of the 5th international conference on Multimodal interfaces, (277-280)
- Wang J, Kankanhalli M, Yan W and Jain R Experiential Sampling for video surveillance First ACM SIGMM international workshop on Video surveillance, (77-86)
- Wu G, Wu Y, Jiao L, Wang Y and Chang E Multi-camera spatio-temporal fusion and biased sequence-data learning for security surveillance Proceedings of the eleventh ACM international conference on Multimedia, (528-538)
- Cooper M, Foote J, Girgensohn A and Wilcox L Temporal event clustering for digital photo collections Proceedings of the eleventh ACM international conference on Multimedia, (364-373)
- Elgammal A, Duraiswami R and Davis L (2003). Efficient Kernel Density Estimation Using the Fast Gauss Transform with Applications to Color Modeling and Tracking, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:11, (1499-1504), Online publication date: 1-Nov-2003.
- Kim I and Kim J (2003). Statistical Character Structure Modeling and Its Application to Handwritten Chinese Character Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:11, (1422-1436), Online publication date: 1-Nov-2003.
- Fischer B and Buhmann J (2003). Bagging for Path-Based Clustering, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:11, (1411-1415), Online publication date: 1-Nov-2003.
- Keuchel J, Schnörr C, Schellewald C and Cremers D (2003). Binary Partitioning, Perceptual Grouping, and Restoration with Semidefinite Programming, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:11, (1364-1379), Online publication date: 1-Nov-2003.
- Pavlov D, Mannila H and Smyth P (2003). Beyond Independence, IEEE Transactions on Knowledge and Data Engineering, 15:6, (1409-1421), Online publication date: 1-Nov-2003.
- Kogan J, Nicholas C and Volkovich V (2003). Text Mining with Information-Theoretic Clustering, Computing in Science and Engineering, 5:6, (52-59), Online publication date: 1-Nov-2003.
- Kehagias A, Petridis V, Kaburlasos V and Fragkou P (2003). A Comparison of Word- and Sense-Based Text Categorization Using Several Classification Algorithms, Journal of Intelligent Information Systems, 21:3, (227-247), Online publication date: 1-Nov-2003.
- Liu Y and Kender J (2003). Fast video segment retrieval by sort-merge feature selection, boundary refinement, and lazy evaluation, Computer Vision and Image Understanding, 92:2-3, (147-175), Online publication date: 1-Nov-2003.
- Liu F, Lin X, Li S and Shi Y Multi-Modal Face Tracking Using Bayesian Network Proceedings of the IEEE International Workshop on Analysis and Modeling of Faces and Gestures
- Collomosse J and Hall P (2003). Cubist Style Rendering from Photographs, IEEE Transactions on Visualization and Computer Graphics, 9:4, (443-453), Online publication date: 1-Oct-2003.
- Domingo-Ferrer J and Torra V (2003). Disclosure risk assessment in statistical microdata protection via advanced record linkage, Statistics and Computing, 13:4, (343-354), Online publication date: 1-Oct-2003.
- Maloof M, Langley P, Binford T, Nevatia R and Sage S (2003). Improved Rooftop Detection in Aerial Images with Machine Learning, Machine Language, 53:1-2, (157-191), Online publication date: 1-Oct-2003.
- Sanderson C and Paliwal K (2003). Fast features for face authentication under illumination direction changes, Pattern Recognition Letters, 24:14, (2409-2419), Online publication date: 1-Oct-2003.
- Elnahrawy E and Nath B Cleaning and querying noisy sensors Proceedings of the 2nd ACM international conference on Wireless sensor networks and applications, (78-87)
- Chu W, Keerthi S and Ong C (2003). Bayesian trigonometric support vector classifier, Neural Computation, 15:9, (2227-2254), Online publication date: 1-Sep-2003.
- Raudys S (2003). Experts' Boasting in Trainable Fusion Rules, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:9, (1178-1182), Online publication date: 1-Sep-2003.
- Blanz V and Vetter T (2003). Face Recognition Based on Fitting a 3D Morphable Model, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:9, (1063-1074), Online publication date: 1-Sep-2003.
- Guo D, Peuquet D and Gahegan M (2003). ICEAGE, Geoinformatica, 7:3, (229-253), Online publication date: 1-Sep-2003.
- Pendharkar P and Rodger J (2003). Technical efficiency-based selection of learning cases to improve forecasting accuracy of neural networks under monotonicity assumption, Decision Support Systems, 36:1, (117-136), Online publication date: 1-Sep-2003.
- Pratt K and Tschapek G Visualizing concept drift Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining, (735-740)
- Zaki M and Aggarwal C XRules Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining, (316-325)
- Zhang J and Honavar V Learning decision tree classifiers from attribute value taxonomies and partially specified data Proceedings of the Twentieth International Conference on International Conference on Machine Learning, (880-887)
- Klautau A, Jevtic N and Orlitsky A Discriminative Gaussian mixture models Proceedings of the Twentieth International Conference on International Conference on Machine Learning, (353-360)
- Kirshner S, Parise S and Smyth P Unsupervised learning with permuted data Proceedings of the Twentieth International Conference on International Conference on Machine Learning, (345-352)
- Lam C Collaborative filtering using associative neural memory Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization, (153-168)
- Zhu T, Greiner R, Häubl G and Price B Predicting web information content Proceedings of the 2003 international conference on Intelligent Techniques for Web Personalization, (241-254)
- Isukapalli R and Greiner R Use of off-line dynamic programming for efficient image interpretation Proceedings of the 18th international joint conference on Artificial intelligence, (1319-1325)
- Lam C and Stork D Evaluating classifiers by means of test data with noisy labels Proceedings of the 18th international joint conference on Artificial intelligence, (513-518)
- Ablavsky V and Stevens M Automatic Feature Selection with Applications to Script Identification of Degraded Documents Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
- Lee J and Oh I Binary Classification Trees for Multi-class Classification Problems Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
- Cha S, Tappert C and Srihari S Optimizing Binary Feature Vector Similarity Measure using Genetic Algorithm and Handwritten Character Recognition Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
- Futrelle R, Shao M, Cieslik C and Grimes A Extraction, layout analysis and classification of diagrams in PDF documents Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
- Grandidier F, Sabourin R and Suen C Integration of Contextual Information in Handwriting Recognition Systems Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
- Veeramachaneni S and Nagy G Towards a Ptolemaic Model for OCR Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2
- Sarkar P, Baird H and Zhang X Training on Severely Degraded Text-Line Images Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
- Breuel T Character Recognition by Adaptive Statistical Similarity Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
- Bunke H Recognition of Cursive Roman Handwriting - Past, Present and Future Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 1
- Liang F (2003). An effective Bayesian neural network classifier with a comparison study to support vector machine, Neural Computation, 15:8, (1959-1989), Online publication date: 1-Aug-2003.
- Faber P (2003). A Theoretical Framework for Relaxation Processes in Pattern Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:8, (1021-1027), Online publication date: 1-Aug-2003.
- Fred A and Leitão J (2003). A New Cluster Isolation Criterion Based on Dissimilarity Increments, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:8, (944-958), Online publication date: 1-Aug-2003.
- Anguita D and Boni A (2003). Digital Least Squares Support Vector Machines, Neural Processing Letters, 18:1, (65-72), Online publication date: 1-Aug-2003.
- Gao S, Wu W, Lee C and Chua T A maximal figure-of-merit learning approach to text categorization Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval, (174-181)
- Bennett P Using asymmetric distributions to improve text classifier probability estimates Proceedings of the 26th annual international ACM SIGIR conference on Research and development in informaion retrieval, (111-118)
- Wang J and Bodenheimer B An evaluation of a cost metric for selecting transitions between motion segments Proceedings of the 2003 ACM SIGGRAPH/Eurographics symposium on Computer animation, (232-238)
- Liu Y and Kender J Fast video retrieval under sparse training data Proceedings of the 2nd international conference on Image and video retrieval, (404-413)
- Mulhem P and Lim J Home photo retrieval Proceedings of the 2nd international conference on Image and video retrieval, (321-330)
- Minaei-Bidgoli B and Punch W Using genetic algorithms for data mining optimization in an educational web-based system Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII, (2252-2263)
- Huang Z, Pei M, Goodman E, Huang Y and Li G Genetic algorithm optimized feature transformation Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII, (2121-2133)
- Choi S and Moon B Connection network and optimization of interest metric for one-to-one marketing Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII, (1998-2009)
- Rayner M, Hockey B, Hieronymus J, Dowding J, Aist G and Early S An intelligent procedure assistant built using REGULUS 2 and ALTERF Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 2, (193-196)
- Chieu H, Ng H and Lee Y Closing the gap Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1, (216-223)
- Och F Minimum error rate training in statistical machine translation Proceedings of the 41st Annual Meeting on Association for Computational Linguistics - Volume 1, (160-167)
- Bouguila N, Ziou D and Vaillancourt J Novel mixtures based on the dirichlet distribution Proceedings of the 3rd international conference on Machine learning and data mining in pattern recognition, (172-181)
- Titsias M and Likas A (2003). Class Conditional Density Estimation Using Mixtures with Constrained Component Sharing, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:7, (924-928), Online publication date: 1-Jul-2003.
- Zhou S, Krueger V and Chellappa R (2003). Probabilistic recognition of human faces from video, Computer Vision and Image Understanding, 91:1-2, (214-245), Online publication date: 1-Jul-2003.
- Chowdhury A and Chellappa R (2003). Face reconstruction from monocular video using uncertainty analysis and a generic model, Computer Vision and Image Understanding, 91:1-2, (188-213), Online publication date: 1-Jul-2003.
- Liu Y, Schmidt K, Cohn J and Mitra S (2003). Facial asymmetry quantification for expression invariant human identification, Computer Vision and Image Understanding, 91:1-2, (138-159), Online publication date: 1-Jul-2003.
- Raytchev B and Murase H (2003). Unsupervised recognition of multi-view face sequences based on pairwise clustering with attraction and repulsion, Computer Vision and Image Understanding, 91:1-2, (22-52), Online publication date: 1-Jul-2003.
- Bunke H, Foggia P, Guidobaldi C and Vento M Graph clustering using the weighted minimum common supergraph Proceedings of the 4th IAPR international conference on Graph based representations in pattern recognition, (235-246)
- Turtinen M, Mäenpää T and Pietikäinen M Texture classification by combining local binary pattern features and a self-organizing map Proceedings of the 13th Scandinavian conference on Image analysis, (1162-1169)
- Kunttu I, Lepistö L, Rauhamaa J and Visa A Binary co-occurrence matrix in image database indexing Proceedings of the 13th Scandinavian conference on Image analysis, (1090-1097)
- Granmo O, Eliassen F, Lysne O and Wold Eide V Techniques for parallel execution of the particle filter Proceedings of the 13th Scandinavian conference on Image analysis, (983-990)
- Domínguez G, Bischof H and Beichel R Fast 3D mean shift filter for CT images Proceedings of the 13th Scandinavian conference on Image analysis, (438-445)
- Miravet C and Rodríguez F A hybrid MLP-PNN architecture for fast image superresolution Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing, (417-424)
- de Ridder D, Kouropteva O, Okun O, Pietikäinen M and Duin R Supervised locally linear embedding Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing, (333-341)
- Sung J and Bang S Hierarchical Bayesian network for handwritten digit recognition Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing, (291-298)
- Uçar A, Demir Y and Güzelis C Fuzzy model identification using support vector clustering method Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing, (225-233)
- Inoue H and Narihisa H Effective pruning method for a multiple classifier system based on self-generating neural networks Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing, (11-18)
- Kalaiah A and Varshney A Statistical point geometry Proceedings of the 2003 Eurographics/ACM SIGGRAPH symposium on Geometry processing, (107-115)
- Idé T and Kashima H Effective dimension in anomaly detection Proceedings of the 2003 and 2004 international conference on New frontiers in artificial intelligence, (189-204)
- Zhu T, Greiner R and Häubl G Learning a model of a web user's interests Proceedings of the 9th international conference on User modeling, (65-75)
- Dimov D Fast, shape based image retrieval Proceedings of the 4th international conference conference on Computer systems and technologies: e-Learning, (296-302)
- Inoue H and Narihisa H Improving performance of a multiple classifier system using self-generating neural networks Proceedings of the 4th international conference on Multiple classifier systems, (256-265)
- Baykut A and Erçil A Towards automated classifier combination for pattern recognition Proceedings of the 4th international conference on Multiple classifier systems, (94-105)
- Raudys Š, Somorjai R and Baumgartner R Reducing the overconfidence of base classifiers when combining their decisions Proceedings of the 4th international conference on Multiple classifier systems, (65-73)
- Kuncheva L Error bounds for aggressive and conservative AdaBoost Proceedings of the 4th international conference on Multiple classifier systems, (25-34)
- Coleman R Risk neutral calibration of classifiers Proceedings of the 16th Canadian society for computational studies of intelligence conference on Advances in artificial intelligence, (472-478)
- Cho E, Kim D and Lee S Posed face image synthesis using nonlinear manifold learning Proceedings of the 4th international conference on Audio- and video-based biometric person authentication, (946-954)
- Cardinaux F, Sanderson C and Marcel S Comparison of MLP and GMM classifiers for face verification on XM2VTS Proceedings of the 4th international conference on Audio- and video-based biometric person authentication, (911-920)
- Lu X and Jain A Resampling for face recognition Proceedings of the 4th international conference on Audio- and video-based biometric person authentication, (869-877)
- Sanderson C and Bengio S Robust features for frontal face authentication in difficult image conditions Proceedings of the 4th international conference on Audio- and video-based biometric person authentication, (495-504)
- Perronnin F and Dugelay J Discriminative face recognition Proceedings of the 4th international conference on Audio- and video-based biometric person authentication, (446-454)
- Kim D and Chung C QCluster Proceedings of the 2003 ACM SIGMOD international conference on Management of data, (599-610)
- Pujol O, Rosales M, Radeva P and Nofrerias-Fernández E Intravascular ultrasound images vessel characterization using Adaboost Proceedings of the 2nd international conference on Functional imaging and modeling of the heart, (242-251)
- Affenzeller M and Wagner S SASEGASA Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1, (438-445)
- Fischer J The recurrent IML-network Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1, (302-309)
- Benítez-Rochel R, Muñoz-Pérez J and Mérida-Casermeiro E A recurrent multivalued neural network for codebook generation in vector quantization Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1, (294-301)
- Kim J A hand tracking for a human computer interaction system by the modified block matching algorithm Proceedings of the 1st international conference on Computational science: PartI, (619-628)
- Wozniak M Application of the confidence measure in knowledge acquisition process Proceedings of the 2003 international conference on Computational science: PartIII, (635-643)
- Park J and Ko H Robust reference point detection using gradient of fingerprint direction and feature extraction method Proceedings of the 2003 international conference on Computational science, (1089-1099)
- Bigun J, Fierrez-Aguilar J, Ortega-Garcia J and Gonzalez-Rodriguez J Combining biometric evidence for person authentication Proceedings of the 1st international conference on Advanced Studies in Biometrics, (1-18)
- Je H, Kim D and Yang Bang S (2003). Human Face Detection in Digital Video Using SVMEnsemble, Neural Processing Letters, 17:3, (239-252), Online publication date: 1-Jun-2003.
- Stainvas I and Lowe D (2003). A Generative Probabilistic Oriented Wavelet Model for Texture Segmentation, Neural Processing Letters, 17:3, (217-238), Online publication date: 1-Jun-2003.
- Wu S and Chow T (2003). Self-Organizing-Map Based Clustering Using a Local Clustering Validity Index, Neural Processing Letters, 17:3, (253-271), Online publication date: 1-Jun-2003.
- Guo C, Zhu S and Wu Y (2003). Modeling Visual Patterns by Integrating Descriptive and Generative Methods, International Journal of Computer Vision, 53:1, (5-29), Online publication date: 1-Jun-2003.
- Raudys A (2003). High speed associative memories for feature extraction and visualisation, Pattern Recognition Letters, 24:9-10, (1317-1329), Online publication date: 1-Jun-2003.
- Altinçay H and Demirekler M (2003). Undesirable effects of output normalization in multiple classifier systems, Pattern Recognition Letters, 24:9-10, (1163-1170), Online publication date: 1-Jun-2003.
- Henderson J Word alignment baselines Proceedings of the HLT-NAACL 2003 Workshop on Building and using parallel texts: data driven machine translation and beyond - Volume 3, (27-30)
- Burger J and Henderson J Exploiting diversity for answering questions Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: companion volume of the Proceedings of HLT-NAACL 2003--short papers - Volume 2, (10-12)
- Nallapati R Semantic language models for topic detection and tracking Proceedings of the 2003 Conference of the North American Chapter of the Association for Computational Linguistics on Human Language Technology: Proceedings of the HLT-NAACL 2003 student research workshop - Volume 3, (1-6)
- Zeng H and Yi Y Image recognition using adaptive fuzzy neural network and wavelet transform Proceedings of the 9th international conference on Rough sets, fuzzy sets, data mining, and granular computing, (635-639)
- Lyons M, Haehnel M and Tetsutani N Designing, playing, and performing with a vision-based mouth interface Proceedings of the 2003 conference on New interfaces for musical expression, (116-121)
- Fu X, Graham B, Bettati R and Zhao W On Effectiveness of Link Padding for Statistical Traffic Analysis Attacks Proceedings of the 23rd International Conference on Distributed Computing Systems
- Kim J, Chang H and Chung C The modified block matching algorithm for a hand tracking of an HCI system Proceedings of the 2003 international conference on Computational science and its applications: PartII, (383-390)
- Toussaint G Geometric graphs for improving nearest neighbor decision rules Proceedings of the 2003 international conference on Computational science and its applications: PartIII, (762-765)
- Morillo P, Fernández M and Orduña J A comparison study of modern heuristics for solving the partitioning problem in distributed virtual environment systems Proceedings of the 2003 international conference on Computational science and its applications: PartIII, (458-467)
- Robles V, Larrañaga P, Peña J, Marbán O, Crespo J and Pérez M Collaborative filtering using interval estimation naïve Bayes Proceedings of the 1st international Atlantic web intelligence conference on Advances in web intelligence, (46-53)
- Podgurski A, Leon D, Francis P, Masri W, Minch M, Sun J and Wang B Automated support for classifying software failure reports Proceedings of the 25th International Conference on Software Engineering, (465-475)
- Mika S, Rätsch G, Weston J, Schölkopf B, Smola A and Müller K (2003). Constructing Descriptive and Discriminative Nonlinear Features, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:5, (623-633), Online publication date: 1-May-2003.
- Zhora D (2003). Analysis of a Classifier with Random Thresholds, Cybernetics and Systems Analysis, 39:3, (379-393), Online publication date: 1-May-2003.
- Wani M and Arabnia H (2003). Parallel Edge-Region-Based Segmentation Algorithm Targeted at Reconfigurable MultiRing Network, The Journal of Supercomputing, 25:1, (43-62), Online publication date: 1-May-2003.
- Ye C, Yang J, Yao L and Chen N Improving performance of decision tree algorithms with multi-edited nearest neighbor rule Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining, (394-398)
- Harrington E, Herbrich R, Kivinen J, Platt J and Williamson R Online Bayes point machines Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining, (241-252)
- Bradley P Data mining as an automated service Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining, (1-13)
- D'Costa A and Sayeed A Collaborative signal processing for distributed classification in sensor networks Proceedings of the 2nd international conference on Information processing in sensor networks, (193-208)
- Rayner M and Hockey B Transparent combination of rule-based and data-driven approaches in a speech understanding architecture Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1, (299-306)
- Lapata M and Lascarides A Detecting novel compounds Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1, (235-242)
- Kornai A, Krellenstein M, Mulligan M, Twomey D, Veress F and Wysoker A Classifying the Hungarian web Proceedings of the tenth conference on European chapter of the Association for Computational Linguistics - Volume 1, (203-210)
- Syed U and Yona G Using a mixture of probabilistic decision trees for direct prediction of protein function Proceedings of the seventh annual international conference on Research in computational molecular biology, (289-300)
- Fails J and Olsen D A design tool for camera-based interaction Proceedings of the SIGCHI Conference on Human Factors in Computing Systems, (449-456)
- Yang M Discriminant isometric mapping for face recognition Proceedings of the 3rd international conference on Computer vision systems, (470-480)
- Sung J and Bang S Hierarchical Bayesian network for handwritten digit recognition Proceedings of the 3rd international conference on Computer vision systems, (396-406)
- Bolme D, Beveridge J, Teixeira M and Draper B The CSU face identification evaluation system Proceedings of the 3rd international conference on Computer vision systems, (304-313)
- Spangler S, Kreulen J and Lessler J (2003). Generating and Browsing Multiple Taxonomies Over a Document Collection, Journal of Management Information Systems, 19:4, (191-212), Online publication date: 1-Apr-2003.
- Patton P and Anastasio T (2003). Modeling cross-modal enhancement and modality-specific suppression in multisensory neurons, Neural Computation, 15:4, (783-810), Online publication date: 1-Apr-2003.
- Granger E, Savaria Y and Lavoie P (2003). A Pattern Reordering Approach Based on Ambiguity Detection for Online Category Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:4, (524-528), Online publication date: 1-Apr-2003.
- Hoogs A, Collins R, Kaucic R and Mundy J (2003). A Common Set of Perceptual Observables for Grouping, Figure-Ground Discrimination, and Texture Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:4, (458-474), Online publication date: 1-Apr-2003.
- Engbers E and Smeulders A (2003). Design Considerations for Generic Grouping in Vision, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:4, (445-457), Online publication date: 1-Apr-2003.
- Doboli S, Gothoskar G and Doboli A Extraction of Piecewise-Linear Analog Circuit Models from Trained Neural Networks Using Hidden Neuron Clustering Proceedings of the conference on Design, Automation and Test in Europe - Volume 1
- Jiang T and Owen A (2003). Quasi-regression with shrinkage, Mathematics and Computers in Simulation, 62:3-6, (231-241), Online publication date: 3-Mar-2003.
- Khalifa I, Moussa M and Kamel M (2003). Range image segmentation using local approximation of scan lines with application to CAD model acquisition, Machine Vision and Applications, 13:5-6, (263-274), Online publication date: 1-Mar-2003.
- Fails J and Olsen D Interactive machine learning Proceedings of the 8th international conference on Intelligent user interfaces, (39-45)
- Kruengkrai C, Sornlertlamvanich V and Isahara H Refining a divisive partitioning algorithm for unsupervised clustering Design and application of hybrid intelligent systems, (535-542)
- Policastro C, Carvalho A and Delbern A Hybrid approach for case adaptation Design and application of hybrid intelligent systems, (331-340)
- Berthold M and Hand D References Intelligent data analysis, (475-500)
- Fan H and Ramamohanarao K A Bayesian approach to use emerging patterns for classification Proceedings of the 14th Australasian database conference - Volume 17, (39-48)
- Al-Ani A, Deriche M and Chebil J (2003). A new mutual information based measure for feature selection, Intelligent Data Analysis, 7:1, (43-57), Online publication date: 1-Jan-2003.
- Jeon B, Lee K and Lee S (2003). Face detection using a first-order RCE classifier, EURASIP Journal on Advances in Signal Processing, 2003, (878-889), Online publication date: 1-Jan-2003.
- Lucey S, Sridharan S and Chandran V (2003). Improved facial-feature detection for AVSP via unsupervised clustering and discriminant analysis, EURASIP Journal on Advances in Signal Processing, 2003, (264-275), Online publication date: 1-Jan-2003.
- Aubert G, Barlaud M, Faugeras O and Jehan-Besson S (2003). Image Segmentation Using Active Contours, SIAM Journal on Applied Mathematics, 63:6, (2128-2154), Online publication date: 1-Jan-2003.
- Khotanzad A and Zink E (2003). Contour Line and Geographic Feature Extraction from USGS Color Topographical Paper Maps, IEEE Transactions on Pattern Analysis and Machine Intelligence, 25:1, (18-31), Online publication date: 1-Jan-2003.
- Kepner J and Kim R (2003). Cluster Detection in Databases, Data Mining and Knowledge Discovery, 7:1, (57-79), Online publication date: 1-Jan-2003.
- Kim Y, Street W and Menczer F (2002). Evolutionary model selection in unsupervised learning, Intelligent Data Analysis, 6:6, (531-556), Online publication date: 1-Dec-2002.
- Tuncel E, Ferhatosmanoglu H and Rose K VQ-index Proceedings of the tenth ACM international conference on Multimedia, (543-552)
- Ho Y and Pepyne D (2002). Simple Explanation of the No-Free-Lunch Theorem and Its Implications, Journal of Optimization Theory and Applications, 115:3, (549-570), Online publication date: 1-Dec-2002.
- Ryu C and Kim H A fast fingerprint matching algorithm using Parzen density estimation Proceedings of the 5th international conference on Information security and cryptology, (525-533)
- Guo D, Peuquet D and Gahegan M Opening the black box Proceedings of the 10th ACM international symposium on Advances in geographic information systems, (131-136)
- Spangler S and Kreulen J Interactive methods for taxonomy editing and validation Proceedings of the eleventh international conference on Information and knowledge management, (665-668)
- Ordonez C and Omiecinski E FREM Proceedings of the eleventh international conference on Information and knowledge management, (590-599)
- Barbará D, Li Y and Couto J COOLCAT Proceedings of the eleventh international conference on Information and knowledge management, (582-589)
- Zhao Y and Karypis G Evaluation of hierarchical clustering algorithms for document datasets Proceedings of the eleventh international conference on Information and knowledge management, (515-524)
- Kalogeraki V, Gunopulos D and Zeinalipour-Yazti D A local search mechanism for peer-to-peer networks Proceedings of the eleventh international conference on Information and knowledge management, (300-307)
- Pelillo M (2002). Matching Free Trees, Maximal Cliques, and Monotone Game Dynamics, IEEE Transactions on Pattern Analysis and Machine Intelligence, 24:11, (1535-1541), Online publication date: 1-Nov-2002.
- Tao H and Huang T (2002). Visual Estimation and Compression of Facial Motion Parameters—Elements of a 3D Model-Based Video Coding System, International Journal of Computer Vision, 50:2, (111-125), Online publication date: 1-Nov-2002.
- Zhou M, Chen M and Feng Y Building a Visual Database for Example-based Graphics Generation Proceedings of the IEEE Symposium on Information Visualization (InfoVis'02)
- Cocosco C, Zijdenbos A and Evans A Automatic Generation of Training Data for Brain Tissue Classification from MRI Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part I, (516-523)
- Flandin G, Kherif F, Pennec X, Malandain G, Ayache N and Poline J Improved Detection Sensitivity in Functional MRI Data Using a Brain Parcelling Technique Proceedings of the 5th International Conference on Medical Image Computing and Computer-Assisted Intervention-Part I, (467-474)
- Oudeyer P Phonemic coding might result from sensory-motor coupling dynamics Proceedings of the seventh international conference on simulation of adaptive behavior on From animals to animats, (407-416)
- Jain A, Moulin P, Miller M and Ramchandran K (2002). Information-Theoretic Bounds on Target Recognition Performance Based on Degraded Image Data, IEEE Transactions on Pattern Analysis and Machine Intelligence, 24:9, (1153-1166), Online publication date: 1-Sep-2002.
- Pece A (2002). The Problem of Sparse Image Coding, Journal of Mathematical Imaging and Vision, 17:2, (89-108), Online publication date: 1-Sep-2002.
- Sacha J, Goodenday L and Cios K (2002). Bayesian learning for cardiac SPECT image interpretation, Artificial Intelligence in Medicine, 26:1-2, (109-143), Online publication date: 1-Sep-2002.
- Lin W and Chen H Backward machine transliteration by learning phonetic similarity proceedings of the 6th conference on Natural language learning - Volume 20, (1-7)
- Ko Y and Seo J Text categorization using feature projections Proceedings of the 19th international conference on Computational linguistics - Volume 1, (1-7)
- Mehler A Hierarchical orderings of textual units Proceedings of the 19th international conference on Computational linguistics - Volume 1, (1-7)
- Chakrabarti S, Roy S and Soundalgekar M Fast and accurate text classification via multiple linear discriminant projections Proceedings of the 28th international conference on Very Large Data Bases, (658-669)
- Ipeirotis P and Gravano L Distributed search over the hidden web Proceedings of the 28th international conference on Very Large Data Bases, (394-405)
- Cronen-Townsend S, Zhou Y and Croft W Predicting query performance Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval, (299-306)
- Liu X, Gong Y, Xu W and Zhu S Document clustering with cluster refinement and model selection capabilities Proceedings of the 25th annual international ACM SIGIR conference on Research and development in information retrieval, (191-198)
- Lizotte D, Madani O and Greiner R Budgeted learning of nailve-bayes classifiers Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence, (378-385)
- Chan H and Darwiche A Reasoning about bayesian network classifiers Proceedings of the Nineteenth conference on Uncertainty in Artificial Intelligence, (107-115)
- Wang X and Paliwal K (2002). A Modified Minimum Classification Error (MCE) Training Algorithm for Dimensionality Reduction, Journal of VLSI Signal Processing Systems, 32:1-2, (19-28), Online publication date: 1-Aug-2002.
- Rao Y and Principe J (2002). Time Series Segmentation Using a Novel Adaptive Eigendecomposition Algorithm, Journal of VLSI Signal Processing Systems, 32:1-2, (7-17), Online publication date: 1-Aug-2002.
- Zaffalon M and Hutter M Robust feature selection by mutual information distributions Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence, (577-584)
- Moore A and Schneider J Real-valued all-dimensions search Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence, (360-369)
- Yamany S and Farag A (2002). Surfacing Signatures, IEEE Transactions on Pattern Analysis and Machine Intelligence, 24:8, (1105-1120), Online publication date: 1-Aug-2002.
- Yang M, Ahuja N and Tabb M (2002). Extraction of 2D Motion Trajectories and Its Application to Hand Gesture Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 24:8, (1061-1074), Online publication date: 1-Aug-2002.
- Yang M Extended isomap for pattern classification Eighteenth national conference on Artificial intelligence, (224-229)
- Melville P, Mooney R and Nagarajan R Content-boosted collaborative filtering for improved recommendations Eighteenth national conference on Artificial intelligence, (187-192)
- Kuipers B and Beeson P Bootstrap learning for place recognition Eighteenth national conference on Artificial intelligence, (174-180)
- Greiner R and Zhou W Structural extension to logistic regression Eighteenth national conference on Artificial intelligence, (167-173)
- Frigui H SyMP Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, (507-512)
- Tuzhilin A and Adomavicius G Handling very large numbers of association rules in the analysis of microarray data Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, (396-404)
- Dhillon I, Mallela S and Kumar R Enhanced word clustering for hierarchical text classification Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining, (191-200)
- Wang J and Gasser L Mutual online concept learning for multiple agents Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1, (362-369)
- Giusti N, Masulli F and Sperduti A (2002). Theoretical and Experimental Analysis of a Two-Stage System for Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, 24:7, (893-904), Online publication date: 1-Jul-2002.
- Li C and Biswas G (2002). Unsupervised Learning with Mixed Numeric and Nominal Data, IEEE Transactions on Knowledge and Data Engineering, 14:4, (673-690), Online publication date: 1-Jul-2002.
- Har-Peled S and Varadarajan K Projective clustering in high dimensions using core-sets Proceedings of the eighteenth annual symposium on Computational geometry, (312-318)
- Kanungo T, Mount D, Netanyahu N, Piatko C, Silverman R and Wu A A local search approximation algorithm for k-means clustering Proceedings of the eighteenth annual symposium on Computational geometry, (10-18)
- Jafar M and Zilouchian A (2002). Prediction of Critical Desalination Parameters Using Radial Basis Functions Networks, Journal of Intelligent and Robotic Systems, 34:2, (219-230), Online publication date: 1-Jun-2002.
- Bādoiu M, Har-Peled S and Indyk P Approximate clustering via core-sets Proceedings of the thiry-fourth annual ACM symposium on Theory of computing, (250-257)
- Billsus D, Brunk C, Evans C, Gladish B and Pazzani M (2002). Adaptive interfaces for ubiquitous web access, Communications of the ACM, 45:5, (34-38), Online publication date: 1-May-2002.
- Lin S, Chen M, Ho J and Huang Y (2002). ACIRD, IEEE Transactions on Knowledge and Data Engineering, 14:3, (599-614), Online publication date: 1-May-2002.
- Moghaddam B and Yang M (2002). Learning Gender with Support Faces, IEEE Transactions on Pattern Analysis and Machine Intelligence, 24:5, (707-711), Online publication date: 1-May-2002.
- Cherkassky V (2002). Model complexity control and statisticallearning theory, Natural Computing: an international journal, 1:1, (109-133), Online publication date: 1-May-2002.
- Suri J, Singh S and Reden L (2002). Computer Vision and Pattern Recognition Techniques for 2-D and 3-D MR Cerebral Cortical Segmentation (Part I), Pattern Analysis & Applications, 5:1, (46-76), Online publication date: 1-May-2002.
- Ding C Analysis of gene expression profiles Proceedings of the sixth annual international conference on Computational biology, (127-136)
- Yu K, Ji L and Zhang X (2002). Kernel Nearest-Neighbor Algorithm, Neural Processing Letters, 15:2, (147-156), Online publication date: 12-Apr-2002.
- Boulgouris N, Kompatsiaris I, Mezaris V, Simitopoulos D and Strintzis M (2002). Segmentation and content-based watermarking for color image and image region indexing and retrieval, EURASIP Journal on Advances in Signal Processing, 2002:4, (418-431), Online publication date: 1-Apr-2002.
- Yeung D and Wang X (2002). Improving Performance of Similarity-Based Clustering by Feature Weight Learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, 24:4, (556-561), Online publication date: 1-Apr-2002.
- Rajashekar U, Cormack L and Bovik A Visual search Proceedings of the 2002 symposium on Eye tracking research & applications, (119-123)
- Gentile C (2002). A new approximate maximal margin classification algorithm, The Journal of Machine Learning Research, 2, (213-242), Online publication date: 1-Mar-2002.
- Pekalska E, Paclik P and Duin R (2002). A generalized kernel approach to dissimilarity-based classification, The Journal of Machine Learning Research, 2, (175-211), Online publication date: 1-Mar-2002.
- Ben-Hur A, Horn D, Siegelmann H and Vapnik V (2002). Support vector clustering, The Journal of Machine Learning Research, 2, (125-137), Online publication date: 1-Mar-2002.
- Rueda L and Oommen B (2002). On Optimal Pairwise Linear Classifiers for Normal Distributions, IEEE Transactions on Pattern Analysis and Machine Intelligence, 24:2, (274-280), Online publication date: 1-Feb-2002.
- Van Gestel T, Suykens J, Lanckriet G, Lambrechts A, De Moor B and Vandewalle J (2002). Multiclass LS-SVMs, Neural Processing Letters, 15:1, (45-58), Online publication date: 1-Feb-2002.
- Ganti V and Ramakrishnan R Mining and monitoring evolving data Handbook of massive data sets, (593-642)
- Yager R Toward the intelligent control of hierarchical clustering Technologies for constructing intelligent systems, (253-266)
- Chawla N, Bowyer K, Hall L and Kegelmeyer W (2002). SMOTE, Journal of Artificial Intelligence Research, 16:1, (321-357), Online publication date: 1-Jan-2002.
- Inza I, Sierra B, Blanco R and Larrañaga P (2002). Gene selection by sequential search wrapper approaches in microarray cancer class prediction, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 12:1, (25-33), Online publication date: 1-Jan-2002.
- Boulgouris N, Kompatsiaris I, Mezaris V, Simitopoulos D and Strintzis M (2002). Segmentation and content-based watermarking for color image and image region indexing and retrieval, EURASIP Journal on Advances in Signal Processing, 2002:1, (418-431), Online publication date: 1-Jan-2002.
- Erdogmus D, Rao Y, Hild K and Principe J (2002). Simultaneous principal-component extraction with application to adaptive blind multiuser detection, EURASIP Journal on Advances in Signal Processing, 2002:1, (1473-1484), Online publication date: 1-Jan-2002.
- Nefian A, Liang L, Pi X, Liu X and Murphy K (2002). Dynamic Bayesian networks for audio-visual speech recognition, EURASIP Journal on Advances in Signal Processing, 2002:1, (1274-1288), Online publication date: 1-Jan-2002.
- Staab S (2002). Emergent Semantics, IEEE Intelligent Systems, 17:1, (78-86), Online publication date: 1-Jan-2002.
- Yang M, Kriegman D and Ahuja N (2002). Detecting Faces in Images, IEEE Transactions on Pattern Analysis and Machine Intelligence, 24:1, (34-58), Online publication date: 1-Jan-2002.
- Cid-Sueiro J and Sancho-Gómez J (2001). Saturated Perceptrons for Maximum Margin and Minimum Misclassification Error, Neural Processing Letters, 14:3, (217-226), Online publication date: 1-Dec-2001.
- Maimon O and Rokach L Data mining by attribute decomposition with semiconductor manufacturing case study Data mining for design and manufacturing, (311-336)
- Sethi I Data mining Data mining for design and manufacturing, (1-40)
- Finlayson G, Hordley S and Hubel P (2001). Color by Correlation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 23:11, (1209-1221), Online publication date: 1-Nov-2001.
- Bouattane O, Elmesbahi J, Khaldoun M and Rami A (2001). A Fast Algorithm for k-Nearest Neighbor Problem on a Reconfigurable Mesh Computer, Journal of Intelligent and Robotic Systems, 32:3, (347-360), Online publication date: 1-Nov-2001.
- Lavo D and Larrabee T Making Cause-Effect Cost Effective Proceedings of the 2001 IEEE International Test Conference
- Fayyad U Knowledge discovery in databases Relational Data Mining, (28-45)
- He T, Hong L, Chen D and Liang Z (2001). Reliable Path for Virtual Endoscopy, IEEE Transactions on Visualization and Computer Graphics, 7:4, (333-342), Online publication date: 1-Oct-2001.
- Chella A, Frixione M and Gaglio S (2001). Conceptual Spaces for Computer Vision Representations, Artificial Intelligence Review, 16:2, (137-152), Online publication date: 1-Oct-2001.
- Tipping M (2001). Sparse bayesian learning and the relevance vector machine, The Journal of Machine Learning Research, 1, (211-244), Online publication date: 1-Sep-2001.
- Bekkerman R, El-Yaniv R, Tishby N and Winter Y On feature distributional clustering for text categorization Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval, (146-153)
- Nomoto T and Matsumoto Y A new approach to unsupervised text summarization Proceedings of the 24th annual international ACM SIGIR conference on Research and development in information retrieval, (26-34)
- Datta P, Drew J, Betz A, Mani D and Howard J Estimating business targets Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, (420-425)
- Kalton A, Langley P, Wagstaff K and Yoo J Generalized clustering, supervised learning, and data assignment Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, (299-304)
- Dhillon I Co-clustering documents and words using bipartite spectral graph partitioning Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, (269-274)
- Yang C, Fayyad U and Bradley P Efficient discovery of error-tolerant frequent itemsets in high dimensions Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, (194-203)
- Kodogiannis V (2001). An efficient fuzzy based technique for signal classification, Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology, 11:1,2, (65-84), Online publication date: 11-Aug-2001.
- Maison B, Neti C and Senior A (2001). Audio-Visual Speaker Recognition for Video Broadcast News, Journal of VLSI Signal Processing Systems, 29:1-2, (71-79), Online publication date: 1-Aug-2001.
- Touahni R, Sbihi A and Idrissi M (2001). Neural-morphological approach for pattern classification, Intelligent Data Analysis, 5:3, (263-282), Online publication date: 1-Aug-2001.
- Faloutsos P, van de Panne M and Terzopoulos D Composable controllers for physics-based character animation Proceedings of the 28th annual conference on Computer graphics and interactive techniques, (251-260)
- Rushing J, Ranganath H, Hinke T and Graves S (2001). Using Association Rules as Texture Features, IEEE Transactions on Pattern Analysis and Machine Intelligence, 23:8, (845-858), Online publication date: 1-Aug-2001.
- Ney H Stochastic modelling Proceedings of the workshop on Data-driven methods in machine translation - Volume 14, (1-5)
- Maletic J and Marcus A Supporting program comprehension using semantic and structural information Proceedings of the 23rd International Conference on Software Engineering, (103-112)
- Keren D, Osadchy M and Gotsman C (2001). Antifaces, IEEE Transactions on Pattern Analysis and Machine Intelligence, 23:7, (747-761), Online publication date: 1-Jul-2001.
- Dobkin D and Tal A Efficient and small representation of line arrangements with applications Proceedings of the seventeenth annual symposium on Computational geometry, (293-301)
- Alt H and Heinrich-Litan L Exact L∞ nearest neighbor search in high dimensions Proceedings of the seventeenth annual symposium on Computational geometry, (157-163)
- Su M and Chou C (2001). A Modified Version of the K-Means Algorithm with a Distance Based on Cluster Symmetry, IEEE Transactions on Pattern Analysis and Machine Intelligence, 23:6, (674-680), Online publication date: 1-Jun-2001.
- Rasmussen C and Hager G (2001). Probabilistic Data Association Methods for Tracking Complex Visual Objects, IEEE Transactions on Pattern Analysis and Machine Intelligence, 23:6, (560-576), Online publication date: 1-Jun-2001.
- Finkelstein L, Gabrilovich E, Matias Y, Rivlin E, Solan Z, Wolfman G and Ruppin E Placing search in context Proceedings of the 10th international conference on World Wide Web, (406-414)
- Desolneux A, Moisan L and Morel J (2001). Edge Detection by Helmholtz Principle, Journal of Mathematical Imaging and Vision, 14:3, (271-284), Online publication date: 1-May-2001.
- Pavlidis P, Weston J, Cai J and Grundy W Gene functional classification from heterogeneous data Proceedings of the fifth annual international conference on Computational biology, (249-255)
- Ben-Dor A, Friedman N and Yakhini Z Class discovery in gene expression data Proceedings of the fifth annual international conference on Computational biology, (31-38)
- Chau T (2001). Marginal Maximum Entropy Partitioning Yields Asymptotically Consistent Probability Density Functions, IEEE Transactions on Pattern Analysis and Machine Intelligence, 23:4, (414-417), Online publication date: 1-Apr-2001.
- Liang Q and Mendel J Modeling MPEG VBR video traffic using type-2 fuzzy logic systems Granular computing, (367-383)
- Babuska R and Oosterom M Fuzzy clustering for multiple-model approaches in system identification and control Granular computing, (306-323)
- Alt H The nearest neighbor Computational Discrete Mathematics, (13-24)
- Ganti V, Gehrke J and Ramakrishnan R (2001). DEMON, IEEE Transactions on Knowledge and Data Engineering, 13:1, (50-63), Online publication date: 1-Jan-2001.
- Philip N and Joseph K (2000). Boosting the differences: A fast Bayesian classifier neural network, Intelligent Data Analysis, 4:6, (463-473), Online publication date: 1-Dec-2000.
- Rui Y, Gupta A and Acero A Automatically extracting highlights for TV Baseball programs Proceedings of the eighth ACM international conference on Multimedia, (105-115)
- Calvo R and Ceccatto H (2000). Intelligent document classification, Intelligent Data Analysis, 4:5, (411-420), Online publication date: 1-Oct-2000.
- Lee T, Lewicki M and Sejnowski T (2000). ICA Mixture Models for Unsupervised Classification of Non-Gaussian Classes and Automatic Context Switching in Blind Signal Separation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 22:10, (1078-1089), Online publication date: 1-Oct-2000.
- Bensusan H and Giraud-Carrier C Discovering Task Neighbourhoods Through Landmark Learning Performances Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery, (325-330)
- Li J, Dong G and Ramamohanarao K Instance-Based Classification by Emerging Patterns Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery, (191-200)
- Roth D Learning in natural language Proceedings of the 2nd workshop on Learning language in logic and the 4th conference on Computational natural language learning - Volume 7, (1-6)
- Wu L, Faloutsos C, Sycara K and Payne T FALCON Proceedings of the 26th International Conference on Very Large Data Bases, (297-306)
- Lu H and Liu H Decision Tables Proceedings of the 26th International Conference on Very Large Data Bases, (373-384)
- (2000). Locating Human Faces in a Cluttered Scene, Graphical Models, 62:5, (323-342), Online publication date: 1-Sep-2000.
- Bouroumi A, Limouri M and Essa\"{\i}d A (2000). Unsupervised fuzzy learning and cluster seeking, Intelligent Data Analysis, 4:3,4, (241-253), Online publication date: 1-Sep-2000.
- Kontkanen P, Lahtinen J, Myllym\"aki P, Silander T and Tirri H (2000). Supervised model-based visualization of high-dimensional data, Intelligent Data Analysis, 4:3,4, (213-227), Online publication date: 1-Sep-2000.
- Imrani A, Bouroumi A, Limouri M and Essa\"{\i}d A (2000). A coevolutionary genetic algorithm using fuzzy clustering, Intelligent Data Analysis, 4:3,4, (183-193), Online publication date: 1-Sep-2000.
- Van Hulle M (2000). Hill-Climbing, Density-Based Clustering and Equiprobabilistic Topographic Maps, Journal of VLSI Signal Processing Systems, 26:1-2, (79-94), Online publication date: 1-Aug-2000.
- Ngom A, Reischer C, Simovici D and Stojmenović I (2000). Learning with Permutably Homogeneous Multiple-Valued Multiple-Threshold Perceptrons, Neural Processing Letters, 12:1, (71-90), Online publication date: 1-Aug-2000.
- Fisher D, Hildrum K, Hong J, Newman M, Thomas M and Vuduc R SWAMI (poster session) Proceedings of the 23rd annual international ACM SIGIR conference on Research and development in information retrieval, (366-368)
- Davies S and Moore A Mix-nets Proceedings of the Sixteenth conference on Uncertainty in artificial intelligence, (168-175)
- Liu C and Nakagawa M (2000). Precise Candidate Selection for Large Character Set Recognition by Confidence Evaluation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 22:6, (636-642), Online publication date: 1-Jun-2000.
- Lo C and Don H (2000). Invariant Representation and Matching of Space Curves, Journal of Intelligent and Robotic Systems, 28:1-2, (125-149), Online publication date: 1-Jun-2000.
- Barkol O and Rabani Y Tighter bounds for nearest neighbor search and related problems in the cell probe model Proceedings of the thirty-second annual ACM symposium on Theory of computing, (388-396)
- Pedersen T A simple approach to building ensembles of Naive Bayesian classifiers for word sense disambiguation Proceedings of the 1st North American chapter of the Association for Computational Linguistics conference, (63-69)
- Billsus D, Pazzani M and Chen J A learning agent for wireless news access Proceedings of the 5th international conference on Intelligent user interfaces, (33-36)
- (2000). Segmentation and Interpretation of Multicolored Objects with Highlights, Computer Vision and Image Understanding, 77:1, (1-24), Online publication date: 1-Jan-2000.
- Srivastava A, Su R and Weigend A (1999). Data Mining for Features Using Scale-Sensitive Gated Experts, IEEE Transactions on Pattern Analysis and Machine Intelligence, 21:12, (1268-1279), Online publication date: 1-Dec-1999.
- Prager J (1999). Linguini, Journal of Management Information Systems, 16:3, (71-101), Online publication date: 1-Dec-1999.
- Chau T and Wong A (1999). Pattern Discovery by Residual Analysis and Recursive Partitioning, IEEE Transactions on Knowledge and Data Engineering, 11:6, (833-852), Online publication date: 1-Nov-1999.
- Oh I, Lee J and Suen C (1999). Analysis of Class Separation and Combination of Class-Dependent Features for Handwriting Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 21:10, (1089-1094), Online publication date: 1-Oct-1999.
- Beis J and Lowe D (1999). Indexing without Invariants in 3D Object Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 21:10, (1000-1015), Online publication date: 1-Oct-1999.
- Lavo D, Larrabee T and Colburn J Eliminating the Ouija® Board Proceedings of the 1999 IEEE International Test Conference
- Frasconi P, Gori M and Soda G (1999). Data Categorization Using Decision Trellises, IEEE Transactions on Knowledge and Data Engineering, 11:5, (697-712), Online publication date: 1-Sep-1999.
- Bouchaffra D, Govindaraju V and Srihari S (1999). A Methodology for Mapping Scores to Probabilities, IEEE Transactions on Pattern Analysis and Machine Intelligence, 21:9, (923-927), Online publication date: 1-Sep-1999.
- Fanni A, Giua A, Marchesi M and Montisci A (1999). A Neural Network Diagnosis Approach for Analog Circuits, Applied Intelligence, 11:2, (169-186), Online publication date: 1-Sep-1999.
- Larkey L A patent search and classification system Proceedings of the fourth ACM conference on Digital libraries, (179-187)
- Lesh N, Zaki M and Ogihara M Mining features for sequence classification Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining, (342-346)
- Bennett K, Fayyad U and Geiger D Density-based indexing for approximate nearest-neighbor queries Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining, (233-243)
- Domingos P MetaCost Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining, (155-164)
- Roth D Learning in natural language Proceedings of the 16th international joint conference on Artificial intelligence - Volume 2, (898-904)
- Monti S and Cooper G A Bayesian network classifier that combines a finite mixture model and a naïve bayes model Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence, (447-456)
- Boutilier C, Goldszmidt M and Sabata B Continuous value function approximation for sequential bidding policies Proceedings of the Fifteenth conference on Uncertainty in artificial intelligence, (81-90)
- Shawe-Taylor J and Cristianini N Further results on the margin distribution Proceedings of the twelfth annual conference on Computational learning theory, (278-285)
- Natsev A, Rastogi R and Shim K WALRUS Proceedings of the 1999 ACM SIGMOD international conference on Management of data, (395-406)
- Natsev A, Rastogi R and Shim K (1999). WALRUS, ACM SIGMOD Record, 28:2, (395-406), Online publication date: 1-Jun-1999.
- Egmont-Petersen M and Pelikan E (1999). Detection of Bone Tumours in Radiographic Images using Neural Networks, Pattern Analysis & Applications, 2:2, (172-183), Online publication date: 1-Jun-1999.
- Kuchinsky A, Pering C, Creech M, Freeze D, Serra B and Gwizdka J FotoFile Proceedings of the SIGCHI conference on Human Factors in Computing Systems, (496-503)
- Swets D and Weng J (1999). Hierarchical Discriminant Analysis for Image Retrieval, IEEE Transactions on Pattern Analysis and Machine Intelligence, 21:5, (386-401), Online publication date: 1-May-1999.
- Billsus D and Pazzani M A personal news agent that talks, learns and explains Proceedings of the third annual conference on Autonomous Agents, (268-275)
- Jain A, Prabhakar S and Hong L (1999). A Multichannel Approach to Fingerprint Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, 21:4, (348-359), Online publication date: 1-Apr-1999.
- Randen T and Husøy J (1999). Filtering for Texture Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, 21:4, (291-310), Online publication date: 1-Apr-1999.
- Shashua A (1999). On the Relationship Between the Support Vector Machine for Classification and Sparsified Fisher‘s Linear Discriminant, Neural Processing Letters, 9:2, (129-139), Online publication date: 1-Apr-1999.
- Bischof H, Leonardis A and Selb A (1999). MDL Principle for Robust Vector Quantisation, Pattern Analysis & Applications, 2:1, (59-72), Online publication date: 1-Apr-1999.
- Lin R, Olariu S, Schwing J and Wang B (1999). The Mesh with Hybrid Buses, IEEE Transactions on Parallel and Distributed Systems, 10:3, (266-280), Online publication date: 1-Mar-1999.
- Davis R and Prieditis A (1999). Designing Optimal Sequential Experiments for a Bayesian Classifier, IEEE Transactions on Pattern Analysis and Machine Intelligence, 21:3, (193-201), Online publication date: 1-Mar-1999.
- Cham T and Cipolla R (1999). Automated B-Spline Curve Representation Incorporating MDL and Error-Minimizing Control Point Insertion Strategies, IEEE Transactions on Pattern Analysis and Machine Intelligence, 21:1, (49-53), Online publication date: 1-Jan-1999.
- Hayashi T, Nakano K and Olariu S (1998). An O((log log n)2) Time Algorithm to Compute the Convex Hull of Sorted Points on Reconfigurable Meshes, IEEE Transactions on Parallel and Distributed Systems, 9:12, (1167-1179), Online publication date: 1-Dec-1998.
- Murthy S (1998). Automatic Construction of Decision Trees from Data, Data Mining and Knowledge Discovery, 2:4, (345-389), Online publication date: 1-Dec-1998.
- Rigoutsos I and Delis A (1998). Managing Statistical Behavior of Large Data Sets in Shared-Nothing Architectures, IEEE Transactions on Parallel and Distributed Systems, 9:11, (1073-1087), Online publication date: 1-Nov-1998.
- Bokka V and Gurla H (1998). Constant-Time Algorithms for Constrained Triangulations on Reconfigurable Meshes, IEEE Transactions on Parallel and Distributed Systems, 9:11, (1057-1072), Online publication date: 1-Nov-1998.
- Gattiker A and Maly W Current Signatures Proceedings of the 1998 IEEE International Test Conference
- DeMenthon D, Kobla V and Doermann D Video summarization by curve simplification Proceedings of the sixth ACM international conference on Multimedia, (211-218)
- Chim Y, Kassim A and Ibrahim Y (1998). Dual classifier system for handprinted alphanumeric character recognition, Pattern Analysis & Applications, 1:3, (155-162), Online publication date: 1-Sep-1998.
- Gibson D, Kleinberg J and Raghavan P Clustering Categorical Data Proceedings of the 24rd International Conference on Very Large Data Bases, (311-322)
- Anthony M and Holden S Cross-validation for binary classification by real-valued functions Proceedings of the eleventh annual conference on Computational learning theory, (218-229)
- Long P On the sample complexity of learning functions with bounded variation Proceedings of the eleventh annual conference on Computational learning theory, (126-133)
- Nakano K and Olariu S (1998). An Efficient Algorithm for Row Minima Computations on Basic Reconfigurable Meshes, IEEE Transactions on Parallel and Distributed Systems, 9:6, (561-569), Online publication date: 1-Jun-1998.
- Pajares G, Cruz J and López-Orozco J (1998). Improving stereovision matching through supervised learning, Pattern Analysis & Applications, 1:2, (105-120), Online publication date: 1-Jun-1998.
- Tyree E and Long J (1998). A Monte Carlo evaluation of the moving method, k-means and two self-organising neural networks, Pattern Analysis & Applications, 1:2, (79-90), Online publication date: 1-Jun-1998.
- Indyk P and Motwani R Approximate nearest neighbors Proceedings of the thirtieth annual ACM symposium on Theory of computing, (604-613)
- Domingos P (1998). Knowledge Discovery Via Multiple Models, Intelligent Data Analysis, 2:3, (187-202), Online publication date: 1-May-1998.
- Morrill J (1998). Distributed recognition of patterns in time series data, Communications of the ACM, 41:5, (45-51), Online publication date: 1-May-1998.
- Schütze H (1998). Automatic word sense discrimination, Computational Linguistics, 24:1, (97-123), Online publication date: 1-Mar-1998.
- Gonzalez A, Grãna M, D'Anjou A, Albizuri F and Torrealdea F (1998). A Comparison of Experimental Results with an Evolution Strategy and Competitive Neural Networks for Near Real-Time Color Quantization of Image Sequences, Applied Intelligence, 8:1, (43-51), Online publication date: 1-Jan-1998.
- Dietterich T (1997). Machine‐Learning Research, AI Magazine, 18:4, (97-136), Online publication date: 1-Dec-1997.
- Ng H and Zelle J (1997). Corpus‐Based Approaches to Semantic Interpretation in Natural Language Processing, AI Magazine, 18:4, (45-64), Online publication date: 1-Dec-1997.
- Stolcke A (1997). Linguistic Knowledge and Empirical Methods in Speech Recognition, AI Magazine, 18:4, (25-31), Online publication date: 1-Dec-1997.
- Gattiker A and Maly W Current Signatures Proceedings of the 1997 IEEE International Test Conference
- Bokka V, Gurla H, Olariu S and Schwing J (1997). Podality-Based Time-Optimal Computations on Enhanced Meshes, IEEE Transactions on Parallel and Distributed Systems, 8:10, (1019-1035), Online publication date: 1-Oct-1997.
- Nakano K and Olariu S (1997). An Optimal Algorithm for the Angle-Restricted All Nearest Neighbor Problem on the Reconfigurable Mesh, with Applications, IEEE Transactions on Parallel and Distributed Systems, 8:9, (983-990), Online publication date: 1-Sep-1997.
- Chakrabarti S, Dom B, Agrawal R and Raghavan P Using Taxonomy, Discriminants, and Signatures for Navigating in Text Databases Proceedings of the 23rd International Conference on Very Large Data Bases, (446-455)
- Rahmel J, Blum C and Hahn P On the role of hierarchy for neural network interpretation Proceedings of the Fifteenth international joint conference on Artifical intelligence - Volume 2, (1072-1077)
- Kearns M, Mansour Y and Ng A An information-theoretic analysis of hard and soft assignment methods for clustering Proceedings of the Thirteenth conference on Uncertainty in artificial intelligence, (282-293)
- Franz A Independence assumptions considered harmful Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics, (182-189)
- Hatzivassiloglou V and McKeown K Predicting the semantic orientation of adjectives Proceedings of the 35th Annual Meeting of the Association for Computational Linguistics and Eighth Conference of the European Chapter of the Association for Computational Linguistics, (174-181)
- Grove A, Littlestone N and Schuurmans D General convergence results for linear discriminant updates Proceedings of the tenth annual conference on Computational learning theory, (171-183)
- Kearns M and Ron D Algorithmic stability and sanity-check bounds for leave-one-out cross-validation Proceedings of the tenth annual conference on Computational learning theory, (152-162)
- Bylander T Learning probabilistically consistent linear threshold functions Proceedings of the tenth annual conference on Computational learning theory, (62-71)
- Ackerman M, Billsus D, Gaffney S, Hettich S, Khoo G, Kim D, Klefstad R, Lowe C, Ludeman A, Muramatsu J, Omori K, Pazzani M, Semler D, Starr B and Yap P (1997). Learning Probabilistic User Profiles, AI Magazine, 18:2, (47-56), Online publication date: 1-Jun-1997.
- Korn F, Jagadish H and Faloutsos C (1997). Efficiently supporting ad hoc queries in large datasets of time sequences, ACM SIGMOD Record, 26:2, (289-300), Online publication date: 1-Jun-1997.
- Korn F, Jagadish H and Faloutsos C Efficiently supporting ad hoc queries in large datasets of time sequences Proceedings of the 1997 ACM SIGMOD international conference on Management of data, (289-300)
- Hsu T and Wang S (1997). The K1-Map Reduction for Pattern Classifications, IEEE Transactions on Pattern Analysis and Machine Intelligence, 19:6, (616-622), Online publication date: 1-Jun-1997.
- Charikar M, Chekuri C, Feder T and Motwani R Incremental clustering and dynamic information retrieval Proceedings of the twenty-ninth annual ACM symposium on Theory of computing, (626-635)
- Indyk P, Motwani R, Raghavan P and Vempala S Locality-preserving hashing in multidimensional spaces Proceedings of the twenty-ninth annual ACM symposium on Theory of computing, (618-625)
- Kleinberg J Two algorithms for nearest-neighbor search in high dimensions Proceedings of the twenty-ninth annual ACM symposium on Theory of computing, (599-608)
- Tresp V, Hollatz J and Ahmad S (1997). Representing Probabilistic Rules with Networks of GaussianBasis Functions, Machine Language, 27:2, (173-200), Online publication date: 1-May-1997.
- Monrose F and Rubin A Authentication via keystroke dynamics Proceedings of the 4th ACM conference on Computer and communications security, (48-56)
- Woods K, Kegelmeyer W and Bowyer K (1997). Combination of Multiple Classifiers Using Local Accuracy Estimates, IEEE Transactions on Pattern Analysis and Machine Intelligence, 19:4, (405-410), Online publication date: 1-Apr-1997.
- Hansen L, Liisberg C and Salamon P (1997). The Error-Reject Tradeoff, Open Systems & Information Dynamics, 4:2, (159-184), Online publication date: 1-Apr-1997.
- Helmbold D, Schapire R, Singer Y and Warmuth M (1997). A Comparison of New and Old Algorithms for a Mixture EstimationProblem, Machine Language, 27:1, (97-119), Online publication date: 1-Apr-1997.
- Jain A and Zongker D (1997). Feature Selection, IEEE Transactions on Pattern Analysis and Machine Intelligence, 19:2, (153-158), Online publication date: 1-Feb-1997.
- Wettschereck D, Aha D and Mohri T (1997). A Review and Empirical Evaluation of Feature Weighting Methods for aClass of Lazy Learning Algorithms, Artificial Intelligence Review, 11:1-5, (273-314), Online publication date: 1-Feb-1997.
- Alpaydin E (1997). Voting over Multiple Condensed Nearest Neighbors, Artificial Intelligence Review, 11:1-5, (115-132), Online publication date: 1-Feb-1997.
- Salganicoff M (1997). Tolerating Concept and Sampling Shift in Lazy Learning UsingPrediction Error Context Switching, Artificial Intelligence Review, 11:1-5, (133-155), Online publication date: 1-Feb-1997.
- Berger B and Singh M An iterative method for improved protein structural motif recognition Proceedings of the first annual international conference on Computational molecular biology, (37-46)
- Bokka V, Gurla H, Olariu S, Schwing J and Wilson L (1997). Time-Optimal Domain-Specific Querying on Enhanced Meshes, IEEE Transactions on Parallel and Distributed Systems, 8:1, (13-24), Online publication date: 1-Jan-1997.
- Shashua A (1997). On Photometric Issues in 3D Visual Recognition from aSingle 2D Image, International Journal of Computer Vision, 21:1-2, (99-122), Online publication date: 1-Jan-1997.
- Wells W (1997). Statistical Approaches to Feature-Based Object Recognition, International Journal of Computer Vision, 21:1-2, (63-98), Online publication date: 1-Jan-1997.
- Rivlin E and Weiss I (1997). Deformation Invariants in Object Recognition, Computer Vision and Image Understanding, 65:1, (95-108), Online publication date: 1-Jan-1997.
- Maio D, Maltoni D and Rizzi S (1996). Dynamic Clustering of Maps in Autonomous Agents, IEEE Transactions on Pattern Analysis and Machine Intelligence, 18:11, (1080-1091), Online publication date: 1-Nov-1996.
- Nastar C and Ayache N (1996). Frequency-Based Nonrigid Motion Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, 18:11, (1067-1079), Online publication date: 1-Nov-1996.
- Castaño R and Hutchinson S (1996). A Probabilistic Approach to Perceptual Grouping, Computer Vision and Image Understanding, 64:3, (399-419), Online publication date: 1-Nov-1996.
- Nishida H (1996). Shape Recognition by Integrating Structural Descriptions and Geometrical/Statistical Transforms, Computer Vision and Image Understanding, 64:2, (248-262), Online publication date: 1-Sep-1996.
- Larkey L and Croft W Combining classifiers in text categorization Proceedings of the 19th annual international ACM SIGIR conference on Research and development in information retrieval, (289-297)
- Gottschalk S, Lin M and Manocha D OBBTree Proceedings of the 23rd annual conference on Computer graphics and interactive techniques, (171-180)
- Olariu S and Stojmenović I (1996). Time-Optimal Nearest-Neighbor Computations on Enhanced Meshes, Journal of Parallel and Distributed Computing, 36:2, (144-155), Online publication date: 1-Aug-1996.
- Barzohar M and Cooper D (1996). Automatic Finding of Main Roads in Aerial Images by Using Geometric-Stochastic Models and Estimation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 18:7, (707-721), Online publication date: 1-Jul-1996.
- Porter W and Liu W (1996). Neural network training enhancement, Circuits, Systems, and Signal Processing, 15:4, (467-480), Online publication date: 1-Jul-1996.
- Williams L and Hanson A (1996). Perceptual Completion of Occluded Surfaces, Computer Vision and Image Understanding, 64:1, (1-20), Online publication date: 1-Jul-1996.
- Fayyad U, Djorgovski S and Weir N (1996). From Digitized Images to Online Catalogs, AI Magazine, 17:2, (51-66), Online publication date: 1-Jun-1996.
- Bhagavathi D, Gurla H, Olariu S, Schwing J and Zhang J (1996). Square Meshes Are Not Optimal for Convex Hull Computation, IEEE Transactions on Parallel and Distributed Systems, 7:6, (545-554), Online publication date: 1-Jun-1996.
- Hastie T and Tibshirani R (1996). Discriminant Adaptive Nearest Neighbor Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, 18:6, (607-616), Online publication date: 1-Jun-1996.
- Palmer P, Dabis H and Kittler J (1996). A Performance Measure for Boundary Detection Algorithms, Computer Vision and Image Understanding, 63:3, (476-494), Online publication date: 1-May-1996.
- Starr B, Ackerman M and Pazzani M Do-I-Care Conference Companion on Human Factors in Computing Systems, (273-274)
- Gopisetty S, Lorie R, Mao J, Mohiuddin M, Sorin A and Yair E (1996). Automated forms-processing software and services, IBM Journal of Research and Development, 40:2, (211-230), Online publication date: 1-Mar-1996.
- Pla F (1996). Recognition of Partial Circular Shapes from Segmented Contours, Computer Vision and Image Understanding, 63:2, (334-343), Online publication date: 1-Mar-1996.
- Novovicová J, Pudil P and Kittler J (1996). Divergence Based Feature Selection for Multimodal Class Densities, IEEE Transactions on Pattern Analysis and Machine Intelligence, 18:2, (218-223), Online publication date: 1-Feb-1996.
- Barve R and Long P On the complexity of learning from drifting distributions Proceedings of the ninth annual conference on Computational learning theory, (122-130)
- Avi-Itzhak H and Diep T (1996). Arbitrarily Tight Upper and Lower Bounds on the Bayesian Probability of Error, IEEE Transactions on Pattern Analysis and Machine Intelligence, 18:1, (89-91), Online publication date: 1-Jan-1996.
- Tsai F (1996). A Probabilistic Approach to Geometric Hashing Using Line Features, Computer Vision and Image Understanding, 63:1, (182-195), Online publication date: 1-Jan-1996.
- Ney H, Essen U and Kneser R (1995). On the Estimation of 'Small' Probabilities by Leaving-One-Out, IEEE Transactions on Pattern Analysis and Machine Intelligence, 17:12, (1202-1212), Online publication date: 1-Dec-1995.
- Trier Ø and Jain A (1995). Goal-Directed Evaluation of Binarization Methods, IEEE Transactions on Pattern Analysis and Machine Intelligence, 17:12, (1191-1201), Online publication date: 1-Dec-1995.
- Iverson L and Zucker S (1995). Logical/Linear Operators for Image Curves, IEEE Transactions on Pattern Analysis and Machine Intelligence, 17:10, (982-996), Online publication date: 1-Oct-1995.
- Roytman E and Gotsman C (1995). Dynamic Color Quantization of Video Sequences, IEEE Transactions on Visualization and Computer Graphics, 1:3, (274-286), Online publication date: 1-Sep-1995.
- Delcher A, Grove A, Kasif S and Pearl J Logarithmic-time updates and queries in probabilistic networks Proceedings of the Eleventh conference on Uncertainty in artificial intelligence, (116-124)
- Smith S and Brady J (1995). ASSET-2, IEEE Transactions on Pattern Analysis and Machine Intelligence, 17:8, (814-820), Online publication date: 1-Aug-1995.
- Ennesser F and Medioni G (1995). Finding Waldo, or Focus of Attention Using Local Color Information, IEEE Transactions on Pattern Analysis and Machine Intelligence, 17:8, (805-809), Online publication date: 1-Aug-1995.
- Helmbold D, Singer Y, Schapire R and Warmuth M A comparison of new and old algorithms for a mixture estimation problem Proceedings of the eighth annual conference on Computational learning theory, (69-78)
- Menkes A (1995). Book review: Signal and Image Processing with Neural Networks by Timothy Masters (John Wiley & Sons, Inc., 1994), ACM SIGART Bulletin, 6:3, (18-19), Online publication date: 1-Jul-1995.
- Ching J, Wong A and Chan K (1995). Class-Dependent Discretization for Inductive Learning from Continuous and Mixed-Mode Data, IEEE Transactions on Pattern Analysis and Machine Intelligence, 17:7, (641-651), Online publication date: 1-Jul-1995.
- Buhmann J, Burgard W, Cremers A, Fox D, Hofmann T, Schneider F, Strikos J and Thrun S (1995). The Mobile Robot Rhino, AI Magazine, 16:2, (31-38), Online publication date: 1-Jun-1995.
- Faloutsos C and Lin K FastMap Proceedings of the 1995 ACM SIGMOD international conference on Management of data, (163-174)
- Faloutsos C and Lin K (1995). FastMap, ACM SIGMOD Record, 24:2, (163-174), Online publication date: 22-May-1995.
- Funt B and Finlayson G (1995). Color Constant Color Indexing, IEEE Transactions on Pattern Analysis and Machine Intelligence, 17:5, (522-529), Online publication date: 1-May-1995.
- Abidi M and Chandra T (1995). A New Efficient and Direct Solution for Pose Estimation Using Quadrangular Targets, IEEE Transactions on Pattern Analysis and Machine Intelligence, 17:5, (534-538), Online publication date: 1-May-1995.
- Avi-Itzhak H, Van Mieghem J and Rub L (1995). Multiple Subclass Pattern Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 17:4, (418-431), Online publication date: 1-Apr-1995.
- Gross M and Koch R (1995). Visualization of Multidimensional Shape and Texture Features in Laser Range Data Using Complex-Valued Gabor Wavelets, IEEE Transactions on Visualization and Computer Graphics, 1:1, (44-59), Online publication date: 1-Mar-1995.
- Ito N, Shimazu Y, Yokoyama T and Matushita Y Fuzzy logic based non-parametric color image segmentation with optional block processing Proceedings of the 1995 ACM 23rd annual conference on Computer science, (119-126)
- Werman M and Geyzel Z (1995). Fitting a Second Degree Curve in the Presence of Error, IEEE Transactions on Pattern Analysis and Machine Intelligence, 17:2, (207-211), Online publication date: 1-Feb-1995.
- Bagley S and Kopec G (1994). Editing images of text, Communications of the ACM, 37:12, (63-72), Online publication date: 1-Dec-1994.
- Bennett K and Mangasarian O (1994). Serial and Parallel Multicategory Discrimination, SIAM Journal on Optimization, 4:4, (722-734), Online publication date: 1-Nov-1994.
- Takeda H, Facchinetti C and Latombe J (1994). Planning the Motions of a Mobile Robot in a Sensory Uncertainty Field, IEEE Transactions on Pattern Analysis and Machine Intelligence, 16:10, (1002-1017), Online publication date: 1-Oct-1994.
- Tzionas P, Tsalides P and Thanailakis A (1994). A new, cellular automaton-based, nearest neighbor pattern classifier and its VLSI implementation, IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2:3, (343-353), Online publication date: 1-Sep-1994.
- Greenspan H, Goodman R, Chellappa R and Anderson C (1994). Learning Texture Discrimination Rules in a Multiresolution System, IEEE Transactions on Pattern Analysis and Machine Intelligence, 16:9, (894-901), Online publication date: 1-Sep-1994.
- Draper B, Brodley C and Utgoff P (1994). Goal-Directed Classification Using Linear Machine Decision Trees, IEEE Transactions on Pattern Analysis and Machine Intelligence, 16:9, (888-893), Online publication date: 1-Sep-1994.
- Cho K and Dunn S (1994). Learning Shape Classes, IEEE Transactions on Pattern Analysis and Machine Intelligence, 16:9, (882-888), Online publication date: 1-Sep-1994.
- Lewis D and Gale W A sequential algorithm for training text classifiers Proceedings of the 17th annual international ACM SIGIR conference on Research and development in information retrieval, (3-12)
- Wang J, Zhang K, Jeong K and Shasha D (1994). A System for Approximate Tree Matching, IEEE Transactions on Knowledge and Data Engineering, 6:4, (559-571), Online publication date: 1-Aug-1994.
- Osman H and Fahmy M (1994). On the Discriminatory Power of Adaptive Feed-Forward Layered Networks, IEEE Transactions on Pattern Analysis and Machine Intelligence, 16:8, (837-842), Online publication date: 1-Aug-1994.
- Wakahara T (1994). Shape Matching Using LAT and its Application to Handwritten Numeral Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 16:6, (618-629), Online publication date: 1-Jun-1994.
- Taubin G, Cukierman F, Sullivan S, Ponce J and Kriegman D (1994). Parameterized Families of Polynomials for Bounded Algebraic Curve and Surface Fitting, IEEE Transactions on Pattern Analysis and Machine Intelligence, 16:3, (287-303), Online publication date: 1-Mar-1994.
- Cohen F (1994). Part I, IEEE Transactions on Pattern Analysis and Machine Intelligence, 16:1, (1-12), Online publication date: 1-Jan-1994.
- Wang J and Cohen F (1994). Part II, IEEE Transactions on Pattern Analysis and Machine Intelligence, 16:1, (13-23), Online publication date: 1-Jan-1994.
- Hussain B and Kabuka M (1994). A Novel Feature Recognition Neural Network and its Application to Character Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 16:1, (98-106), Online publication date: 1-Jan-1994.
- Matheus C, Chan P and Piatetsky-Shapiro G (1993). Systems for Knowledge Discovery in Databases, IEEE Transactions on Knowledge and Data Engineering, 5:6, (903-913), Online publication date: 1-Dec-1993.
- Nishida H and Mori S (1993). An Algebraic Approach to Automatic Construction of Structural Models, IEEE Transactions on Pattern Analysis and Machine Intelligence, 15:12, (1298-1311), Online publication date: 1-Dec-1993.
- Wu J and Chan C (1993). Isolated Word Recognition by Neural Network Models with Cross-Correlation Coefficients for Speech Dynamics, IEEE Transactions on Pattern Analysis and Machine Intelligence, 15:11, (1174-1185), Online publication date: 1-Nov-1993.
- O'Gorman L (1993). The Document Spectrum for Page Layout Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence, 15:11, (1162-1173), Online publication date: 1-Nov-1993.
- Wu Z and Leahy R (1993). An Optimal Graph Theoretic Approach to Data Clustering, IEEE Transactions on Pattern Analysis and Machine Intelligence, 15:11, (1101-1113), Online publication date: 1-Nov-1993.
- Helman P and Liepins G (1993). Statistical Foundations of Audit Trail Analysis for the Detection of Computer Misuse, IEEE Transactions on Software Engineering, 19:9, (886-901), Online publication date: 1-Sep-1993.
- Bianchi N, Long P and Warmuth M Worst-case quadratic loss bounds for a generalization of the Widrow-Hoff rule Proceedings of the sixth annual conference on Computational learning theory, (429-438)
- Major J and Mangano J Selecting among rules induced from a hurricane database Proceedings of the 2nd International Conference on Knowledge Discovery in Databases, (28-44)
- Osborn B (1993). Statistical modeling in manufacturing, IBM Journal of Research and Development, 37:4, (491-506), Online publication date: 1-Jul-1993.
- Aubert X, Haeb-Umbach R and Ney H Continuous mixture densities and linear discriminant analysis for improved context-dependent acoustic models Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: speech processing - Volume II, (648-651)
- Haeb-Umbach R, Geller D and Ney H Improvements in connected digit recognition using linear discriminant analysis and mixture densities Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: speech processing - Volume II, (239-242)
- Rajan J and Rayner P Time series classification using the Volterra connectionist model and Bayes decision theory Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: plenary, special, audio, underwater acoustics, VLSI, neural networks - Volume I, (601-604)
- Taur J and Kung S Fuzzy-decision neural networks Proceedings of the 1993 IEEE international conference on Acoustics, speech, and signal processing: plenary, special, audio, underwater acoustics, VLSI, neural networks - Volume I, (577-580)
- Lee C and Landgrebe D (1993). Feature Extraction Based on Decision Boundaries, IEEE Transactions on Pattern Analysis and Machine Intelligence, 15:4, (388-400), Online publication date: 1-Apr-1993.
- Lee W and Tenorio M (1993). On an Asymptotically Optimal Adaptive Classifier Design Criterion, IEEE Transactions on Pattern Analysis and Machine Intelligence, 15:3, (312-318), Online publication date: 1-Mar-1993.
- Sakar A and Mammone R (1993). Growing and Pruning Neural Tree Networks, IEEE Transactions on Computers, 42:3, (291-299), Online publication date: 1-Mar-1993.
- Postaire J, Zhang R and Lecocq-Botte C (1993). Cluster Analysis by Binary Morphology, IEEE Transactions on Pattern Analysis and Machine Intelligence, 15:2, (170-180), Online publication date: 1-Feb-1993.
- Burns J, Weiss R and Riseman E (1993). View Variation of Point-Set and Line-Segment Features, IEEE Transactions on Pattern Analysis and Machine Intelligence, 15:1, (51-68), Online publication date: 1-Jan-1993.
- Califano A and Bolle R (1992). The Multiple Window Parameter Transform, IEEE Transactions on Pattern Analysis and Machine Intelligence, 14:12, (1157-1170), Online publication date: 1-Dec-1992.
- Scarlatos L and Pavlidis T Optimizing triangulations by curvature equalization Proceedings of the 3rd conference on Visualization '92, (333-339)
- Casasent D (1992). Optical Processing in Neural Networks, IEEE Expert: Intelligent Systems and Their Applications, 7:5, (55-ff.), Online publication date: 1-Oct-1992.
- Simoudis E (1992). Using Case-Based Retrieval for Customer Technical Support, IEEE Expert: Intelligent Systems and Their Applications, 7:5, (7-12), Online publication date: 1-Oct-1992.
- Wan S and Wong S (1992). A Partially Supervised Learning Algorithm for Linearly Separable Systems, IEEE Transactions on Pattern Analysis and Machine Intelligence, 14:10, (1052-1056), Online publication date: 1-Oct-1992.
- Smyth P and Goodman R (1992). An Information Theoretic Approach to Rule Induction from Databases, IEEE Transactions on Knowledge and Data Engineering, 4:4, (301-316), Online publication date: 1-Aug-1992.
- Anoulova S, Fischer P, Pölt S and Simon H PAB-decisions for Boolean and real-valued features Proceedings of the fifth annual workshop on Computational learning theory, (353-362)
- Herman G and Yeung K (1992). On Piecewise-Linear Classification, IEEE Transactions on Pattern Analysis and Machine Intelligence, 14:7, (782-786), Online publication date: 1-Jul-1992.
- Hampshire J and Waibel A (1992). The Meta-Pi Network, IEEE Transactions on Pattern Analysis and Machine Intelligence, 14:7, (751-769), Online publication date: 1-Jul-1992.
- Bolle R, Califano A and Kjeldsen R (1992). A Complete and Extendable Approach to Visual Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 14:5, (534-548), Online publication date: 1-May-1992.
- Sekita I, Kurita T and Otsu N (1992). Complex Autoregressive Model for Shape Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 14:4, (489-496), Online publication date: 1-Apr-1992.
- Lewis D Feature selection and feature extraction for text categorization Proceedings of the workshop on Speech and Natural Language, (212-217)
- Gauvain J and Lee C MAP estimation of continuous density HMM Proceedings of the workshop on Speech and Natural Language, (185-190)
- Shakunaga T (1992). 3-D Corridor Modeling from a Single View Under Natural Lighting Conditions, IEEE Transactions on Pattern Analysis and Machine Intelligence, 14:2, (293-298), Online publication date: 1-Feb-1992.
- Bobick A and Bolles R (1992). The Representation Space Paradigm of Concurrent Evolving Object Descriptions, IEEE Transactions on Pattern Analysis and Machine Intelligence, 14:2, (146-156), Online publication date: 1-Feb-1992.
- Chen Y, Lin Y and Chang L (1992). A Systolic Algorithm for the k-Nearest Neighbors Problem, IEEE Transactions on Computers, 41:1, (103-108), Online publication date: 1-Jan-1992.
- Chan S and Wong A (1991). Synthesis and Recognition of Sequences, IEEE Transactions on Pattern Analysis and Machine Intelligence, 13:12, (1245-1255), Online publication date: 1-Dec-1991.
- Taubin G (1991). Estimation of Planar Curves, Surfaces, and Nonplanar Space Curves Defined by Implicit Equations with Applications to Edge and Range Image Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 13:11, (1115-1138), Online publication date: 1-Nov-1991.
- Forsyth D, Mundy J, Zisserman A, Coelho C, Heller A and Rothwell C (1991). Invariant Descriptors for 3D Object Recognition and Pose, IEEE Transactions on Pattern Analysis and Machine Intelligence, 13:10, (971-991), Online publication date: 1-Oct-1991.
- Kamgar-Parsi B, Jones J and Rosenfeld A (1991). Registration of Multiple Overlapping Range Images, IEEE Transactions on Pattern Analysis and Machine Intelligence, 13:9, (857-871), Online publication date: 1-Sep-1991.
- Fertig S and Gelernter D FGP Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2, (796-802)
- Kelly J and Davis L A hybrid genetic algorithm for classification Proceedings of the 12th international joint conference on Artificial intelligence - Volume 2, (645-650)
- Xie X and Beni G (1991). A Validity Measure for Fuzzy Clustering, IEEE Transactions on Pattern Analysis and Machine Intelligence, 13:8, (841-847), Online publication date: 1-Aug-1991.
- Zhou X and Dillion T (1991). A Statistical-Heuristic Feature Selection Criterion for Decision Tree Induction, IEEE Transactions on Pattern Analysis and Machine Intelligence, 13:8, (834-841), Online publication date: 1-Aug-1991.
- Jolion J, Meer P and Bataouche S (1991). Robust Clustering with Applications in Computer Vision, IEEE Transactions on Pattern Analysis and Machine Intelligence, 13:8, (791-802), Online publication date: 1-Aug-1991.
- Wen W From relational databases to belief networks Proceedings of the Seventh conference on Uncertainty in Artificial Intelligence, (406-413)
- Rubine D (1991). Specifying gestures by example, ACM SIGGRAPH Computer Graphics, 25:4, (329-337), Online publication date: 2-Jul-1991.
- Rubine D Specifying gestures by example Proceedings of the 18th annual conference on Computer graphics and interactive techniques, (329-337)
- Gutfinger D and Sklansky J (1991). Robust Classifiers by Mixed Adaptation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 13:6, (552-567), Online publication date: 1-Jun-1991.
- Lewis D Data extraction as text categorization Proceedings of the 3rd conference on Message understanding, (245-255)
- Deogun J and Raghavan V Description of the UNL/USL system used for MUC-3 Proceedings of the 3rd conference on Message understanding, (234-242)
- Crisman J and Webb J (1991). The Warp Machine on Navlab, IEEE Transactions on Pattern Analysis and Machine Intelligence, 13:5, (451-465), Online publication date: 1-May-1991.
- Ranka S and Sahni S (1991). Clustering on a Hypercube Multicomputer, IEEE Transactions on Parallel and Distributed Systems, 2:2, (129-137), Online publication date: 1-Apr-1991.
- Chou P (1991). Optimal Partitioning for Classification and Regression Trees, IEEE Transactions on Pattern Analysis and Machine Intelligence, 13:4, (340-354), Online publication date: 1-Apr-1991.
- Raudys S and Jain A (1991). Small Sample Size Effects in Statistical Pattern Recognition, IEEE Transactions on Pattern Analysis and Machine Intelligence, 13:3, (252-264), Online publication date: 1-Mar-1991.
- Bouman C and Liu B (1991). Multiple Resolution Segmentation of Textured Images, IEEE Transactions on Pattern Analysis and Machine Intelligence, 13:2, (99-113), Online publication date: 1-Feb-1991.
- Bleha S, Slivinsky C and Hussien B (1990). Computer-Access Security Systems Using Keystroke Dynamics, IEEE Transactions on Pattern Analysis and Machine Intelligence, 12:12, (1217-1222), Online publication date: 1-Dec-1990.
- Cabrelli C and Molter U (1990). Automatic Representation of Binary Images, IEEE Transactions on Pattern Analysis and Machine Intelligence, 12:12, (1190-1196), Online publication date: 1-Dec-1990.
- Kwok K (1990). Experiments with a component theory of probabilistic information retrieval based on single terms as document components, ACM Transactions on Information Systems, 8:4, (363-386), Online publication date: 1-Oct-1990.
- Zhang J and Modestino J (1990). A Model-Fitting Approach to Cluster Validation with Application to Stochastic Model-Based Image Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 12:10, (1009-1017), Online publication date: 1-Oct-1990.
- Haddon J and Boyce J (1990). Image Segmentation by Unifying Region and Boundary Information, IEEE Transactions on Pattern Analysis and Machine Intelligence, 12:10, (929-948), Online publication date: 1-Oct-1990.
- Grosky W and Tamburino L (1990). A Unified Approach to the Linear Camera Calibration Problem, IEEE Transactions on Pattern Analysis and Machine Intelligence, 12:7, (663-671), Online publication date: 1-Jul-1990.
- Arbter K, Snyder W, Burhardt H and Hirzinger G (1990). Application of Affine-Invariant Fourier Descriptors to Recognition of 3-D Objects, IEEE Transactions on Pattern Analysis and Machine Intelligence, 12:7, (640-647), Online publication date: 1-Jul-1990.
- Shvayster H (1990). Learnable and Nonlearnable Visual Concepts, IEEE Transactions on Pattern Analysis and Machine Intelligence, 12:5, (459-466), Online publication date: 1-May-1990.
- Kulkarni A and Whitson G Self organizing neural networks with a split/merge algorithm Proceedings of the 1990 ACM SIGSMALL/PC symposium on Small systems, (255-261)
- Das M, Paulik M and Loh N (1990). A Bivariate Autoregressive Technique for Analysis and Classification of Planar Shapes, IEEE Transactions on Pattern Analysis and Machine Intelligence, 12:1, (97-103), Online publication date: 1-Jan-1990.
- Lyvers E, Mitchell O, Akey M and Reeves A (1989). Subpixel Measurements Using a Moment-Based Edge Operator, IEEE Transactions on Pattern Analysis and Machine Intelligence, 11:12, (1293-1309), Online publication date: 1-Dec-1989.
- Hsiao J and Sawchuk A (1989). Supervised Textured Image Segmentation Using Feature Smoothing and Probabilistic Relaxation Techniques, IEEE Transactions on Pattern Analysis and Machine Intelligence, 11:12, (1279-1292), Online publication date: 1-Dec-1989.
- Jagadish H and O'Gorman L (1989). An Object Model for Image Recognition, Computer, 22:12, (33-41), Online publication date: 1-Dec-1989.
- Xia Y (1989). Skeletonization via the Realization of the Fire Front's Propagation and Extinction in Digital Binary Shapes, IEEE Transactions on Pattern Analysis and Machine Intelligence, 11:10, (1076-1086), Online publication date: 1-Oct-1989.
- Cernuschi-Frias B, Cooper D, Hung Y and Belhumeur P (1989). Toward a Model-Based Bayesian Theory for Estimating and Recognizing Parameterized 3-D Objects Using Two or More Images Taken from Different Positions, IEEE Transactions on Pattern Analysis and Machine Intelligence, 11:10, (1028-1052), Online publication date: 1-Oct-1989.
- Kamgar-Parsi B and Netanyahu N (1989). A Nonparametric Method for Fitting a Straight Line to a Noisy Image, IEEE Transactions on Pattern Analysis and Machine Intelligence, 11:9, (998-1001), Online publication date: 1-Sep-1989.
- Kartikeyan B and Sarkar A (1989). Shape Description by Time Series, IEEE Transactions on Pattern Analysis and Machine Intelligence, 11:9, (977-984), Online publication date: 1-Sep-1989.
- Aha D and Kibler D Noise-tolerant instance-based learning algorithms Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1, (794-799)
- Weiss S and Kapouleas I An empirical comparison of pattern recognition, neural nets, and machine learning classification methods Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1, (781-787)
- Mehra P, Rendell L and Wah B Principled constructive induction Proceedings of the 11th international joint conference on Artificial intelligence - Volume 1, (651-656)
- Bresler Y, Fessler J and Macovski A (1989). A Bayesian Approach to Reconstruction from Incomplete Projections of a Multiple Object 3D Domain, IEEE Transactions on Pattern Analysis and Machine Intelligence, 11:8, (840-858), Online publication date: 1-Aug-1989.
- Unser M and Eden M (1989). Multiresolution Feature Extraction and Selection for Texture Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 11:7, (717-728), Online publication date: 1-Jul-1989.
- Maragos P (1989). Pattern Spectrum and Multiscale Shape Representation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 11:7, (701-716), Online publication date: 1-Jul-1989.
- Beaulieu J and Goldberg M (1989). Hierarchy in Picture Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 11:2, (150-163), Online publication date: 1-Feb-1989.
- Hoff W and Ahuja N (1989). Surfaces from Stereo, IEEE Transactions on Pattern Analysis and Machine Intelligence, 11:2, (121-136), Online publication date: 1-Feb-1989.
- Nagel H (1989). On a Constraint Equation for the Estimation of Displacement Rates in Image Sequences, IEEE Transactions on Pattern Analysis and Machine Intelligence, 11:1, (13-30), Online publication date: 1-Jan-1989.
- Lyvers E and Mitchell O (1988). Precision Edge Contrast and Orientation Estimation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 10:6, (927-937), Online publication date: 1-Nov-1988.
- Mardia K and Hainsworth T (1988). A Spatial Thresholding Method for Image Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 10:6, (919-927), Online publication date: 1-Nov-1988.
- Baim P (1988). A Method for Attribute Selection in Inductive Learning Systems, IEEE Transactions on Pattern Analysis and Machine Intelligence, 10:6, (888-896), Online publication date: 1-Nov-1988.
- Kuan D, Phipps G and Hsueh A (1988). Autonomous Robotic Vehicle Road Following, IEEE Transactions on Pattern Analysis and Machine Intelligence, 10:5, (648-658), Online publication date: 1-Sep-1988.
- Gotoh T, Toriu T, Sasaki S and Yoshida M (1988). A Flexible Vision-Based Algorithm for a Book Sorting System, IEEE Transactions on Pattern Analysis and Machine Intelligence, 10:3, (393-399), Online publication date: 1-May-1988.
- Thorpe C, Hebert M, Kanade T and Shafer S (1988). Vision and navigation for the Carnegie-Mellon navlab, IEEE Transactions on Pattern Analysis and Machine Intelligence, 10:3, (362-372), Online publication date: 1-May-1988.
- Turk M, Morgenthaler D, Gremban K and Marra M (1988). VITS-A Vision System for Autonomous Land Vehicle Navigation, IEEE Transactions on Pattern Analysis and Machine Intelligence, 10:3, (342-361), Online publication date: 1-May-1988.
- Anderson J, Wisniewski E and Viscuso S (1988). Software for neural networks, ACM SIGARCH Computer Architecture News, 16:1, (26-36), Online publication date: 1-Mar-1988.
- Bollmann P and Wong S Adaptive linear information retrieval models Proceedings of the 10th annual international ACM SIGIR conference on Research and development in information retrieval, (157-163)
- Haussler D Learning conjunctive concepts in structural domains Proceedings of the sixth National conference on Artificial intelligence - Volume 2, (466-470)
- Pavlidis T and Van Wyk C An automatic beautifier for drawings and illustrations Proceedings of the 12th annual conference on Computer graphics and interactive techniques, (225-234)
- Pavlidis T and Van Wyk C (1985). An automatic beautifier for drawings and illustrations, ACM SIGGRAPH Computer Graphics, 19:3, (225-234), Online publication date: 1-Jul-1985.
- Davis G Computing separating planes for pairs of disjoint polytopes Proceedings of the first annual symposium on Computational geometry, (8-14)
- Atherton R, Ekkelkamp L and Schmitz C Logic device characterization using computer-aided test and analysis Proceedings of the 1984 international test conference on The three faces of test: design, characterization, production, (367-381)
- Siegel H, Schwederski T, Davis N and Kuehn J (1984). PASM, ACM SIGARCH Computer Architecture News, 12:4, (7-19), Online publication date: 1-Sep-1984.
- Christodoulakis S, Vanderbroek J, Li J, Li T, Wan S, Wang Y, Papa M and Bertino E Development of a Multimedia Information System for an Office Environment Proceedings of the 10th International Conference on Very Large Data Bases, (261-271)
- Redner R and Walker H (2006). Mixture Densities, Maximum Likelihood and the EM Algorithm, SIAM Review, 26:2, (195-239), Online publication date: 1-Apr-1984.
- Carbonell J, Michalski R and Mitchell T (1983). Machine Learning, AI Magazine, 4:3, (69-79), Online publication date: 1-Sep-1983.
- Samet H (1983). A quadtree medial axis transform, Communications of the ACM, 26:9, (680-693), Online publication date: 1-Sep-1983.
- Faugeras O and Ponce J Prism trees Proceedings of the Eighth international joint conference on Artificial intelligence - Volume 2, (982-988)
- Bloomenthal J Edge Inference with Applications to Antialiasing Proceedings of the 10th annual conference on Computer graphics and interactive techniques, (157-162)
- Bloomenthal J (1983). Edge Inference with Applications to Antialiasing, ACM SIGGRAPH Computer Graphics, 17:3, (157-162), Online publication date: 1-Jul-1983.
- Snyder W and Savage C (1982). Content-Addressable Read/Write Memories for Image Analysis, IEEE Transactions on Computers, 31:10, (963-968), Online publication date: 1-Oct-1982.
- Lam K and Yu C (1982). A clustered search algorithm incorporating arbitrary term dependencies, ACM Transactions on Database Systems, 7:3, (500-508), Online publication date: 1-Sep-1982.
- Akl S (1982). A constant-time parallel algorithm for computing convex hulls, BIT, 22:2, (129-134), Online publication date: 1-Jun-1982.
- Siegel L, Siegel H and Feather A (1982). Parallel Processing Approaches to Image Correlation, IEEE Transactions on Computers, 31:3, (208-218), Online publication date: 1-Mar-1982.
- Censor Y (2006). Row-Action Methods for Huge and Sparse Systems and Their Applications, SIAM Review, 23:4, (444-466), Online publication date: 1-Oct-1981.
- Boissonnat J and Faugeras O Triangulation of 3-D objects Proceedings of the 7th international joint conference on Artificial intelligence - Volume 2, (658-660)
- Fischler M and Bolles R (1981). Random sample consensus, Communications of the ACM, 24:6, (381-395), Online publication date: 1-Jun-1981.
- Storer W and Eastman C (1981). Experiments on the application of clustering techniques to data validation (abstract), ACM SIGIR Forum, 16:1, (88-89), Online publication date: 1-Jun-1981.
- Storer W and Eastman C Experiments on the application of clustering techniques to data validation (abstract) Proceedings of the 4th annual international ACM SIGIR conference on Information storage and retrieval: theoretical issues in information retrieval, (88-89)
- Ballard D (1981). Strip trees: a hierarchical representation for curves, Communications of the ACM, 24:5, (310-321), Online publication date: 1-May-1981.
- Mylopoulos J (1980). An overview of Knowledge Representation, ACM SIGMOD Record, 11:2, (5-12), Online publication date: 1-Feb-1981.
- Mylopoulos J (1980). An overview of Knowledge Representation, ACM SIGART Bulletin:74, (5-12), Online publication date: 1-Jan-1981.
- Mylopoulos J (1980). An overview of Knowledge Representation, ACM SIGPLAN Notices, 16:1, (5-12), Online publication date: 1-Jan-1981.
- King-Sun Fu (1980). Recent Developments in Pattern Recognition, IEEE Transactions on Computers, 29:10, (845-854), Online publication date: 1-Oct-1980.
- Mylopoulos J An overview of Knowledge Representation Proceedings of the 1980 workshop on Data abstraction, databases and conceptual modeling, (5-12)
- Nevatia R and Babu K Linear feature extraction and description Proceedings of the 6th international joint conference on Artificial intelligence - Volume 2, (639-641)
- Hisdal E (1979). Quantitative measure of the amount of information acquired in a learning process, BIT, 19:2, (196-203), Online publication date: 1-Jun-1979.
- Geman S (1979). Some Averaging and Stability Results for Random Differential Equations, SIAM Journal on Applied Mathematics, 36:1, (86-105), Online publication date: 1-Feb-1979.
- Peters, Jr. B and Walker H (1978). An Iterative Procedure for Obtaining Maximum-Likelihood Estimates of the Parameters for a Mixture of Normal Distributions, SIAM Journal on Applied Mathematics, 35:2, (362-378), Online publication date: 1-Sep-1978.
- Naccarato D and Chien Y (1978). Recursive Methods for Matrix Inversion in Pattern Recognition Environments, IEEE Transactions on Computers, 27:9, (866-869), Online publication date: 1-Sep-1978.
- Hai Do-Tu and Installe M (1978). Learning Algorithms for Nonparametric Solution to the Minimum Error Classification Problem, IEEE Transactions on Computers, 27:7, (648-659), Online publication date: 1-Jul-1978.
- Kittler J (1978). Classification of Incomplete Pattern Vectors Using Modified Discrminant Functions, IEEE Transactions on Computers, 27:4, (367-375), Online publication date: 1-Apr-1978.
- Fehlauer J and Eisenstein B (1978). A Declustering Criterion for Feature Extraction in Pattern Recognition, IEEE Transactions on Computers, 27:3, (261-266), Online publication date: 1-Mar-1978.
- Shliferstein A and Chien Y (1977). Some Properties of Image-Processing Operations on Projection Sets Obtained from Digital Pictures, IEEE Transactions on Computers, 26:10, (958-970), Online publication date: 1-Oct-1977.
- Yachida M and Tsuji S (1977). A Versatile Machine Vision System for Complex Industrial Parts, IEEE Transactions on Computers, 26:9, (882-894), Online publication date: 1-Sep-1977.
- Chien R and Peterson L Image compression and reconstruction using feature extraction Proceedings of the 5th international joint conference on Artificial intelligence - Volume 2, (658-658)
- Pavlidis T (1977). Polygonal Approximations by Newton's Method, IEEE Transactions on Computers, 26:8, (800-807), Online publication date: 1-Aug-1977.
- Nahi N and Jahanshahi M (1977). Image Boundary Estimation, IEEE Transactions on Computers, 26:8, (772-781), Online publication date: 1-Aug-1977.
- Thompson W (1977). Textural Boundary Analysis, IEEE Transactions on Computers, 26:3, (272-276), Online publication date: 1-Mar-1977.
- Chow W and Aggarwal J (1977). Computer analysis of planar curvilinear moving images, IEEE Transactions on Computers, 26:2, (179-185), Online publication date: 1-Feb-1977.
- Wong A and Liu T (1977). A decision-directed clustering algorithm for discrete data, IEEE Transactions on Computers, 26:1, (75-82), Online publication date: 1-Jan-1977.
- Dudani S, Breeding K and McGhee R (1977). Aircraft identification by moment invariants, IEEE Transactions on Computers, 26:1, (39-46), Online publication date: 1-Jan-1977.
- King-Sun Fu and Rosenfeld A (1976). Pattern Recognition and Image Processing, IEEE Transactions on Computers, 25:12, (1336-1346), Online publication date: 1-Dec-1976.
- Nitzan D and Rosen C (1976). Programmable Industrial Automation, IEEE Transactions on Computers, 25:12, (1259-1270), Online publication date: 1-Dec-1976.
- Appel A and Will P (1976). Determining the three-dimensional convex hull of a polyhedron, IBM Journal of Research and Development, 20:6, (590-601), Online publication date: 1-Nov-1976.
- Parrish E and McVey E (1976). Implications of Charge-Coupled Devices for Pattern Recognition, IEEE Transactions on Computers, 25:11, (1146-1152), Online publication date: 1-Nov-1976.
- Huffman D (1976). Curvature and Creases, IEEE Transactions on Computers, 25:10, (1010-1019), Online publication date: 1-Oct-1976.
- Bezdek J Feature selection for binary data Proceedings of the June 7-10, 1976, national computer conference and exposition, (1057-1068)
- Bezdek J and Dunn J (1975). Optimal Fuzzy Partitions, IEEE Transactions on Computers, 24:8, (835-838), Online publication date: 1-Aug-1975.
- Feng H and Pavlidis T (1975). Decomposition of Polygons into Simpler Components, IEEE Transactions on Computers, 24:6, (636-650), Online publication date: 1-Jun-1975.
- Snyder W Automatic visual inspection Proceedings of the May 19-22, 1975, national computer conference and exposition, (819-823)
- Ehrich R and Koehler K (1975). Experiments in the Contextual Recognition of Cursive Script, IEEE Transactions on Computers, 24:2, (182-194), Online publication date: 1-Feb-1975.
- Nagaraja G and Krishna G (1974). An Algorithm for the Solution of Linear Inequalities, IEEE Transactions on Computers, 23:4, (421-427), Online publication date: 1-Apr-1974.
- Robinson N and Vinod A Bi-Directional Imagined Hand Movement Classification Using Low Cost EEG-Based BCI 2015 IEEE International Conference on Systems, Man, and Cybernetics, (3134-3139)
- Paul P, Sultana M, Matei S and Gavrilova M Editing Behavior to Recognize Authors of Crowdsourced Content 2015 IEEE International Conference on Systems, Man, and Cybernetics, (1676-1681)
- Mikawa K, Kobayashi M, Goto M and Hirasawa S A Study of Distance Metric Learning by Considering the Distances between Category Centroids 2015 IEEE International Conference on Systems, Man, and Cybernetics, (1645-1650)
- Halaseh R and Dahlhaus D Continuous hidden Markov model based interference-aware cognitive radio spectrum occupancy prediction 2016 IEEE 27th Annual International Symposium on Personal, Indoor, and Mobile Radio Communications (PIMRC), (1-6)
- Moura G, Müller M, Wullink M and Hesselman C nDEWS: A new domains early warning system for TLDs NOMS 2016 - 2016 IEEE/IFIP Network Operations and Management Symposium, (1061-1066)
- Tonnelier E, Baskiotis N, Guigue V and Gallinari P Smart card in public transportation: Designing a analysis system at the human scale 2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC), (1336-1341)
- Metelli S and Heard N Model-based clustering and new edge modelling in large computer networks 2016 IEEE Conference on Intelligence and Security Informatics (ISI), (91-96)
- El Din Elmadany N, He Y and Guan L Multiview emotion recognition via multi-set locality preserving canonical correlation analysis 2016 IEEE International Symposium on Circuits and Systems (ISCAS), (590-593)
- Hausberger P, Fernbach A and Kastner W IMU-based smart fitness devices for weight training IECON 2016 - 42nd Annual Conference of the IEEE Industrial Electronics Society, (5182-5189)
- Zheng Z, Zhong G and Deng H A method to detect stairs with three-dimensional scanning for hexapod robot stair climbing 2016 IEEE International Conference on Mechatronics and Automation, (2541-2546)
- Wang W, Li J, Jiang Y, Xing Y and Xu X An automatic energy-based region growing method for ultrasound image segmentation 2015 IEEE International Conference on Image Processing (ICIP), (1553-1557)
- Cetin M, Stephen J and Calhoun V Sensory load hierarchy-based classification of schizophrenia patients 2015 IEEE International Conference on Image Processing (ICIP), (467-471)
- Kitahara D and Yamada I Two-dimensional positive spline smoothing and its application to probability density estimation 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), (4219-4223)
- Saki F, Sehgal A, Panahi I and Kehtarnavaz N Smartphone-based real-time classification of noise signals using subband features and random forest classifier 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), (2204-2208)
- Haghighat M, Abdel-Mottaleb M and Alhalabi W Discriminant correlation analysis for feature level fusion with application to multimodal biometrics 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), (1866-1870)
- Pirgazi J, Khanteymoori A and Amiri A Cancer data classification using a fuzzy classifier based on bio-inspired algorithms 2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), (1-5)
- Guo W, Sheng X, Liu J, Hua L, Zhang D and Zhu X Towards zero training for myoelectric control based on a wearable wireless sEMG armband 2015 IEEE International Conference on Advanced Intelligent Mechatronics (AIM), (196-201)
- Piantadosi G, Fusco R, Petrillo A, Sansone M and Sansone C LBP-TOP for Volume Lesion Classification in Breast DCE-MRI Image Analysis and Processing — ICIAP 2015, (647-657)
- Kang H and Kang H A New Context-Aware Computing Method for Urban Safety New Trends in Image Analysis and Processing -- ICIAP 2015 Workshops, (298-305)
Index Terms
- Pattern Classification (2nd Edition)