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ORCIDANNPR 2010: Cairo, Egypt
- Friedhelm Schwenker, Neamat El Gayar:
Artificial Neural Networks in Pattern Recognition, 4th IAPR TC3 Workshop, ANNPR 2010, Cairo, Egypt, April 11-13, 2010. Proceedings. Lecture Notes in Computer Science 5998, Springer 2010, ISBN 978-3-642-12158-6
Supervised Learning
- Ahmed Al-Ani, Amir F. Atiya
:
Pattern Classification Using a Penalized Likelihood Method. 1-12 - Tsuneyoshi Ishii, Shigeo Abe:
Evaluation of Feature Selection by Multiclass Kernel Discriminant Analysis. 13-24 - Rakkrit Duangsoithong, Terry Windeatt:
Correlation-Based and Causal Feature Selection Analysis for Ensemble Classifiers. 25-36 - Ahmed S. Hefny, Amir F. Atiya:
A New Monte Carlo-Based Error Rate Estimator. 37-47 - Edmondo Trentin, Shujia Zhang, Markus Hagenbuchner:
Recognition of Sequences of Graphical Patterns. 48-59 - Edmondo Trentin, Stefan Scherer, Friedhelm Schwenker:
Maximum Echo-State-Likelihood Networks for Emotion Recognition. 60-71 - Ludwig Lausser, Hans A. Kestler:
Robustness Analysis of Eleven Linear Classifiers in Extremely High-Dimensional Feature Spaces. 72-83
Unsupervised Learning
- Banchar Arnonkijpanich, Barbara Hammer:
Global Coordination Based on Matrix Neural Gas for Dynamic Texture Synthesis. 84-95 - Amr Magdy, Mahmoud K. Bassiouny:
SIC-Means: A Semi-fuzzy Approach for Clustering Data Streams Using C-Means. 96-107 - Thomas Villmann, Sven Haase, Frank-Michael Schleif, Barbara Hammer, Michael Biehl:
The Mathematics of Divergence Based Online Learning in Vector Quantization. 108-119 - Andreas Schierwagen, Thomas Villmann, Alán Alpár, Ulrich Gärtner:
Cluster Analysis of Cortical Pyramidal Neurons Using SOM. 120-130 - Stefan Faußer, Friedhelm Schwenker:
Parallelized Kernel Patch Clustering. 131-140
Visual Pattern Recognition
- Thibaud Senechal, Lionel Prevost, Shehzad Muhammad Hanif:
Neural Network Cascade for Facial Feature Localization. 141-148 - Miriam Schmidt, Martin Schels, Friedhelm Schwenker:
A Hidden Markov Model Based Approach for Facial Expression Recognition in Image Sequences. 149-160 - Mahmoud Khademi, Mohammad Hadi Kiapour, Mohammad Taghi Manzuri Shalmani, Ali Akbar Kiaei:
Analysis, Interpretation, and Recognition of Facial Action Units and Expressions Using Neuro-Fuzzy Modeling. 161-172 - Abu Sayeed Md. Sohail, Prabir Bhattacharya, Sudhir P. Mudur, Srinivasan Krishnamurthy, Lucy Gilbert:
Content-Based Retrieval and Classification of Ultrasound Medical Images of Ovarian Cysts. 173-184
Applications
- Volkmar Frinken, Andreas Fischer, Horst Bunke:
A Novel Word Spotting Algorithm Using Bidirectional Long Short-Term Memory Neural Networks. 185-196 - Rami N. Khushaba, Ahmed Al-Ani, Adel Al-Jumaily:
Swarm Based Fuzzy Discriminant Analysis for Multifunction Prosthesis Control. 197-206 - Tarek Elguebaly, Nizar Bouguila:
Bayesian Learning of Generalized Gaussian Mixture Models on Biomedical Images. 207-218 - Marco Leo, David Looney, Tiziana D'Orazio, Danilo P. Mandic:
Defective Areas Identification in Aircraft Components by Bivariate EMD Analysis of Ultrasound Signals. 219-230 - Abdallah G. Motaal, Neamat El Gayar, Nael F. Osman:
Different Regions Identification in Composite Strain-Encoded (C-SENC) Images Using Machine Learning Techniques. 231-240 - Athanasius Zakhary, Neamat El Gayar, Sanaa El-Ola. H. Ahmed:
Exploiting Neural Networks to Enhance Trend Forecasting for Hotels Reservations. 241-251 - Sung Jin Lim, Seung-Hoon Chae, Sung Bum Pan:
VLSI Architecture of the Fuzzy Fingerprint Vault System. 252-258
Invited Talk
- Barbara Hammer, Alexander Hasenfuss:
Clustering Very Large Dissimilarity Data Sets. 259-273
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