Hybrid Artificial Intelligent Systems: 6th International Conference, HAIS 2011, Wroclaw, Poland, May 23-25, 2011, Proceedings, Part I

Front Matter....Pages -
Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution....Pages 1-10
A New Tool for the Modeling of AI and Machine Learning Applications: Random Walk-Jump Processes....Pages 11-21
Pattern Recognition Based on Similarity in Linear Semi-ordered Spaces....Pages 22-29
Quo Vadis Hybrid Intelligent Systems: New Trends and Approaches....Pages 30-30
Reflections on Concepts of Employment for Modern Information Fusion and Artificial Intelligence Technologies: Situation Management, Decision Making under Varying Uncertainty and Ambiguity, Sequential Decision-Making, Learning, Prediction, and Trust....Pages 31-31
A Genetic Algorithm Applied to a Main Sequence Stellar Model....Pages 32-42
Using Artificial Intelligence Techniques for Strategy Generation in the Commons Game ....Pages 43-50
Evaluation of Network Survivability Considering Degree of Disconnectivity....Pages 51-58
Fuzzy Control of Trade-Off between Exploration and Exploitation Properties of Evolutionary Algorithms....Pages 59-66
Hybridization of Evolutionary Algorithm with Yule Walker Method to Design Minimal Phase Digital Filters with Arbitrary Amplitude Characteristics....Pages 67-74
Automatic Identification Approach for Sea Surface Bubbles Detection....Pages 75-82
The Application of Artificial Intelligence Hybrid in Traffic Flow....Pages 83-90
Diagnosis of Partial Discharge Using Self Organizing Maps and Hierarchical Clustering – An Approach....Pages 91-98
Bayesian Segmentation of Magnetic Resonance Images Using the α -Stable Distribution....Pages 99-106
On-Line Valuation of Residential Premises with Evolving Fuzzy Models....Pages 107-115
Investigation of Genetic Algorithms with Self-Adaptive Crossover, Mutation, and Selection....Pages 116-123
Hybrid Multi-agent System for Knowledge Management in Distributed Control System....Pages 124-131
SVM with Bounds of Confidence and PLS for Quantifying the Effects of Acupuncture on Migraine Patients....Pages 132-139
An Intelligent Automated Recognition System of Abnormal Structures in WCE Images....Pages 140-147
Effective Diagnosis of Alzheimer’s Disease by Means of Distance Metric Learning....Pages 148-155
Risk Estimation for Hierarchical Classifier....Pages 156-163
Combining Meta-learning and Active Selection of Datasetoids for Algorithm Selection....Pages 164-171
A Parallel Genetic Programming Algorithm for Classification....Pages 172-181
Evolutionary Algorithm for P2P Multicasting Network Design Problem....Pages 182-189
A Focused Wave Front Algorithm for Mobile Robot Path Planning....Pages 190-197
Evolving Temporal Fuzzy Association Rules from Quantitative Data with a Multi-Objective Evolutionary Algorithm....Pages 198-205
Stereovision-Based Obstacle Avoidance Procedure for Autonomous Mobile Platforms....Pages 206-213
Detecting Unknown Attacks in Wireless Sensor Networks Using Clustering Techniques....Pages 214-221
A Hybrid System with Regression Trees in Steel-Making Process....Pages 222-230
Interval Type-2 Fuzzy Modelling and Simulated Annealing for Real-World Inventory Management....Pages 231-238
An Evidential Fusion Architecture for People Surveillance in Wide Open Areas....Pages 239-246
Artificial Neural Networks Application in Software Testing Selection Method....Pages 247-254
Combining OWL Ontology and Schema Annotations in Metadata Management....Pages 255-262
Benchmarking IBHM Method Using NN3 Competition Dataset....Pages 263-270
Face Tracking Using Adaptive Appearance Models and Convolutional Neural Network....Pages 271-279
Genetic Selection of Subgraphs for Automatic Reasoning in Design Systems....Pages 280-287
Controlling the Prediction Accuracy by Adjusting the Abstraction Levels....Pages 288-295
Delta Analysis: A Hybrid Quantitative Approach for Measuring Discrepancies between Business Process Models....Pages 296-304
Analysis of Face Gestures for Human-Computer Interaction....Pages 305-312
Assessing Safety of Object Pushing Using the Principle of Reversibility....Pages 313-320
Class Prediction in Microarray Studies Based on Activation of Pathways....Pages 321-328
A Hybrid Approach for ECG Classification Based on Particle Swarm Optimization and Support Vector Machine....Pages 329-337
Fuzzy Modeling of Digital Products Pricing in the Virtual Marketplace....Pages 338-346
An Algorithm Based on Genetic Fuzzy Systems for the Selection of Routes in Multi-Sink Wireless Sensor Networks....Pages 347-355
Hybrid Analytical and ANN-Based Modelling of Temperature Sensors Nonlinear Dynamic Properties....Pages 356-363
An Improved Annealing Algorithm for Throughput Maximization in Static Overlay-Based Multicast Systems....Pages 364-371
An Implementation of Differential Evolution for Independent Tasks Scheduling on GPU....Pages 372-379
Collaborative Community Detection in Complex Networks....Pages 380-387
JCLEC Meets WEKA!....Pages 388-395
An Argumentation Framework for Supporting Agreements in Agent Societies Applied to Customer Support....Pages 396-403
Finger Vein Pattern Extraction Algorithm....Pages 404-411
An Exploratory Research on Text-Independent Speaker Recognition....Pages 412-419
Towards Automatic Image Annotation Supporting Document Understanding....Pages 420-427
A Computational Assessment of a Blood Vessel’s Compliance: A Procedure Based on Computed Tomography Coronary Angiography....Pages 428-435
Visual System for Drivers’ Eye Recognition....Pages 436-443
A Hybrid Context-Aware Wearable System with Evolutionary Optimization and Selective Inference of Dynamic Bayesian Networks....Pages 444-451
Global/Local Hybrid Learning of Mixture-of-Experts from Labeled and Unlabeled Data....Pages 452-459
Activity Recognition Using Hierarchical Hidden Markov Models on a Smartphone with 3D Accelerometer....Pages 460-467
Back Matter....Pages -