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11. AIAI 2015: Bayonne, France
- Richard Chbeir, Yannis Manolopoulos, Ilias Maglogiannis, Reda Alhajj:
Artificial Intelligence Applications and Innovations - 11th IFIP WG 12.5 International Conference, AIAI 2015, Bayonne, France, September 14-17, 2015, Proceedings. IFIP Advances in Information and Communication Technology 458, Springer 2015, ISBN 978-3-319-23867-8
Image Processing and Analysis
- Petros-Fotios Alvanitopoulos, Andrian Moroi, George Bagropoulos, Kieran Dundon:
Content Based Image Retrieval and Its Application to Product Recognition. 3-18 - Samaneh Mazaheri, Puteri Suhaiza Sulaiman, Rahmita Wirza, Mohd Zamrin Dimon, Fatimah Khalid, Rohollah Moosavi Tayebi:
Uncertainty Estimation for Improving Accuracy of Non-rigid Registration in Cardiac Images. 19-28 - Konstantina Kottari, Konstantinos K. Delibasis:
Multi-pose Volume Reconstruction Across Arbitrary Trajectory from Multiple Fisheye Cameras. 29-44 - Konstantinos K. Delibasis, Konstantina Kottari, Ilias Maglogiannis:
Automated Detection of Streaks in Dermoscopy Images. 45-60 - Ioannis Valavanis, Theodosios Goudas, Maria Michailidou, Ilias Maglogiannis, Heleni Loutrari, Aristotelis Chatziioannou:
A Novel Image Analysis Methodology for the Evaluation of Angiogenesis in Matrigel Assays and Screening of Angiogenesis-Modulating Compounds. 61-71
Sensor Networks
- Zohreh Alizadeh, Mohsen Afsharchi, Armin Ghasem Azar:
A Distributed Energy-Efficient Algorithm for Cellular Target Tracking in Wireless Sensor Networks. 75-90 - Jerzy Martyna:
PSO-Least Squares SVM for Clustering in Cognitive Radio Sensor Networks. 91-102 - Spiros V. Georgakopoulos, Sotiris K. Tasoulis, Ilias Maglogiannis, Vassilis P. Plagianakos:
On-Line Fall Detection via Mobile Accelerometer Data. 103-112
Data Representation and Analysis
- Do Van Nguyen, Keisuke Ogawa, Kazunori Matsumoto, Masayuki Hashimoto:
Editing Training Sets from Imbalanced Data Using Fuzzy-Rough Sets. 115-129 - Michael Sioutis, Jean-François Condotta, Yakoub Salhi, Bertrand Mazure, David A. Randell:
Ordering Spatio-Temporal Sequences to Meet Transition Constraints: Complexity and Framework. 130-150 - Arnaud Castelltort, Anne Laurent:
Fuzzy Historical Graph Pattern Matching A NoSQL Graph Database Approach for Fraud Ring Resolution. 151-167 - Thouraya Merazi-Meksen, Malika Boudraa, Bachir Boudraa:
Ultrasonic Data Compression and Analysis During Material Inspection. 168-176 - Raouf Bouhali, Anne Laurent:
Exploiting RDF Open Data Using NoSQL Graph Databases. 177-190 - Andrés Iglesias, Akemi Gálvez, Marta Collantes:
Global-Support Rational Curve Method for Data Approximation with Bat Algorithm. 191-205 - Stamatios Giannoulakis, Nicolas Tsapatsoulis:
Instagram Hashtags as Image Annotation Metadata. 206-220
Smart Environments, Agents, and Robots
- Jiawei Zhu, Fabrice Lauri, Abderrafiaa Koukam, Vincent Hilaire:
Scheduling Optimization of Smart Homes Based on Demand Response. 223-236 - David Antón, Idoia Berges, Jesús Bermúdez, Alfredo Goñi, Arantza Illarramendi:
Knowledge-Based Telerehabilitation Monitoring. 237-249 - Emilie M. D. Jean-Baptiste, Pia Rotshtein, Martin J. Russell:
POMDP Based Action Planning and Human Error Detection. 250-265 - Ahmed-Chawki Chaouche, Amal El Fallah Seghrouchni, Jean-Michel Ilié, Djamel-Eddine Saïdouni:
Improving the Contextual Selection of BDI Plans by Incorporating Situated Experiments. 266-281 - Muhammad Amirul Abdullah, Salmiah Ahmad, Siti Fauziah Toha:
Design and Material Analysis of Spherical Mobile Robot for Bouncing Mechanism. 282-290
Machine Learning
- Andrés Felipe Barco, Élise Vareilles, Michel Aldanondo, Paul Gaborit:
Layout Synthesis for Symmetrical Facades - Constraint-Based Support for Architects Decision-Making. 293-306 - Sondre Glimsdal, Ole-Christoffer Granmo:
Thompson Sampling Guided Stochastic Searching on the Line for Adversarial Learning. 307-317 - Jacek Kabzinski:
Is Extreme Learning Machine Effective for Multisource Friction Modeling? 318-333
Classification, Clustering, and Reasoning
- Ladislav Lenc, Pavel Král:
SAPKOS: Experimental Czech Multi-label Document Classification and Analysis System. 337-350 - Abdulrazak Yahya Saleh, Siti Mariyam Shamsuddin, Haza Nuzly Abdull Hamed:
Multi-Objective Differential Evolution of Evolving Spiking Neural Networks for Classification Problems. 351-368 - Cesar A. Penz, Carlos Alberto Flesch, João Paulo Rossetto:
Steady-State Inference in Performance Tests of Refrigeration Compressors Using ANN Ensemble. 369-379
New Methods and Tools for Big Data
- Ilias Kalamaras, Stavros Papadopoulos, Anastasios Drosou, Dimitrios Tzovaras:
MoVA: A Visual Analytics Tool Providing Insight in the Big Mobile Network Data. 383-396 - Niki Sfika, Konstantinos Manos, Aigli Korfiati, Christos Alexakos, Spiridon D. Likothanassis:
Workflow Coordinated Resources Allocation for Big Data Analytics in the Cloud. 397-410 - Dimitar Stanev, Panagiotis Moschonas, Konstantinos Votis, Dimitrios Tzovaras, Konstantinos Moustakas:
Simulation and Visual Analysis of Neuromusculoskeletal Models and Data. 411-420 - Dimosthenis Ioannidis, Angeliki Fotiadou, Stelios Krinidis, Thanos G. Stavropoulos, Dimitrios Tzovaras, Spiridon D. Likothanassis:
Big Data and Visual Analytics for Building Performance Comparison. 421-430 - Oksana Kalita, Aristidis Ilias, George Pavlidis:
Enhancing Distance Learning Platforms with Social Media Analytics. 431-439 - Charalampos Goulas, Dimitrios Chondrogiannis, Theodoros Xenakis, Alexandros Xenakis, Photis Nanopoulos:
HCuRMD: Hierarchical Clustering Using Relative Minimal Distances. 440-447
Energy Management and Smart Grid
- Khouloud Salameh, Richard Chbeir, Haritza Camblong, Gilbert Tekli, Ionel Vechiu:
A Generic Ontology-Based Information Model for Better Management of Microgrids. 451-466 - Dilan Mert, Mehmet Simsek, Suat Özdemir:
Privacy Preserving Metering Protocol in Smart Grids. 467-477 - Zorana Bankovic, Umer Liqat, Pedro López-García:
A Practical Approach for Energy Efficient Scheduling in Multicore Environments by Combining Evolutionary and YDS Algorithms with Faster Energy Estimation. 478-493
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