Artificial Intelligence Applications and Innovations 11th IFIP WG 12.5 International Conference, AIAI 2015, Bayonne, France, September 14{u2013}17, 2015, Proceedings

This Book Constitutes The Refereed Proceedings Of The 11th Ifip Wg 12.5 International Conference On Artificial Intelligence Applications And Innovations, Aiai 2015, Held In Bayonne, France, In September 2015. The 35 Revised Full Papers Presented Were Carefully Reviewed And Selected From 81 Submissions. The Papers Feature Highly Novel Research Describing Innovative Algorithms, Systems, Tools And Techniques, As Well As Proposing Advanced Prototypes In The Area Of Artificial Intelligence. Edited By Richard Chbeir, Yannis Manolopoulos, Ilias Maglogiannis, Reda Alhajj. Front Matter....Pages - Front Matter....Pages 1-1 Content Based Image Retrieval and Its Application to Product Recognition....Pages 3-18 Uncertainty Estimation for Improving Accuracy of Non-rigid Registration in Cardiac Images....Pages 19-28 Multi-pose Volume Reconstruction Across Arbitrary Trajectory from Multiple Fisheye Cameras....Pages 29-44 Automated Detection of Streaks in Dermoscopy Images....Pages 45-60 A Novel Image Analysis Methodology for the Evaluation of Angiogenesis in Matrigel Assays and Screening of Angiogenesis-Modulating Compounds....Pages 61-71 Front Matter....Pages 73-73 A Distributed Energy-Efficient Algorithm for Cellular Target Tracking in Wireless Sensor Networks....Pages 75-90 PSO-Least Squares SVM for Clustering in Cognitive Radio Sensor Networks....Pages 91-102 On-Line Fall Detection via Mobile Accelerometer Data....Pages 103-112 Front Matter....Pages 113-113 Editing Training Sets from Imbalanced Data Using Fuzzy-Rough Sets....Pages 115-129 Ordering Spatio-Temporal Sequences to Meet Transition Constraints: Complexity and Framework....Pages 130-150 Fuzzy Historical Graph Pattern Matching A NoSQL Graph Database Approach for Fraud Ring Resolution....Pages 151-167 Ultrasonic Data Compression and Analysis During Material Inspection....Pages 168-176 Exploiting RDF Open Data Using NoSQL Graph Databases....Pages 177-190 Global-Support Rational Curve Method for Data Approximation with Bat Algorithm....Pages 191-205 Instagram Hashtags as Image Annotation Metadata....Pages 206-220 Front Matter....Pages 221-221 Scheduling Optimization of Smart Homes Based on Demand Response....Pages 223-236 Knowledge-Based Telerehabilitation Monitoring....Pages 237-249 POMDP Based Action Planning and Human Error Detection....Pages 250-265 Improving the Contextual Selection of BDI Plans by Incorporating Situated Experiments....Pages 266-281 Design and Material Analysis of Spherical Mobile Robot for Bouncing Mechanism....Pages 282-290 Front Matter....Pages 291-291 Layout Synthesis for Symmetrical Facades....Pages 293-306 Thompson Sampling Guided Stochastic Searching on the Line for Adversarial Learning....Pages 307-317 Is Extreme Learning Machine Effective for Multisource Friction Modeling?....Pages 318-333 Front Matter....Pages 335-335 SAPKOS: Experimental Czech Multi-label Document Classification and Analysis System....Pages 337-350 Multi-Objective Differential Evolution of Evolving Spiking Neural Networks for Classification Problems....Pages 351-368 Steady-State Inference in Performance Tests of Refrigeration Compressors Using ANN Ensemble....Pages 369-379 Front Matter....Pages 381-381 MoVA: A Visual Analytics Tool Providing Insight in the Big Mobile Network Data....Pages 383-396 Workflow Coordinated Resources Allocation for Big Data Analytics in the Cloud....Pages 397-410 Simulation and Visual Analysis of Neuromusculoskeletal Models and Data....Pages 411-420 Big Data and Visual Analytics for Building Performance Comparison....Pages 421-430 Enhancing Distance Learning Platforms with Social Media Analytics....Pages 431-439 HCuRMD: Hierarchical Clustering Using Relative Minimal Distances....Pages 440-447 Front Matter....Pages 449-449 A Generic Ontology-Based Information Model for Better Management of Microgrids....Pages 451-466 Privacy Preserving Metering Protocol in Smart Grids....Pages 467-477 A Practical Approach for Energy Efficient Scheduling in Multicore Environments by Combining Evolutionary and YDS Algorithms with Faster Energy Estimation....Pages 478-493 Back Matter....Pages - This book constitutes the refereed proceedings of the 9th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2013, held in Paphos, Cyprus, in September/October 2013. The 26 revised full papers presented together with a keynote speech at the main event and 44 papers of 8 colocated workshops were carefully reviewed and selected for inclusion in the volume. The papers of the main event are organized in topical sections on data mining, medical informatics and biomedical engineering, problem solving and scheduling, modeling and decision support systems, robotics, and intelligent signal and image processing.