Title page -- Preface -- Conference Organization -- Contents -- Invited Talks -- Application of Expert Systems in Medicine -- From Artificial Intelligence to Natural Stupidity (and Back) in Only Fifty Years -- Machine Learning -- Real-Time Object Detection Using an Evolutionary Boosting Strategy -- Support Vector Machines for Color Adjustment in Automotive Basecoat -- Optimal Extension of Error Correcting Output Codes -- A Comparative Analysis of Different Classes-Interpretation Support Techniques -- Learning from Cooperation Using Justifications -- A Method to Classify Data by Fuzzy Rule Extraction from Imbalanced Datasets -- Qualitative Induction Trees Applied to the Study of the Financial Rating -- Tactical Modularity for Evolutionary Animats -- An Optimization Method for the Data Space Partition Obtained by Classification Techniques for the Monitoring of Dynamic Processes -- Reasoning -- A General Approach for Qualitative Reasoning Models Based on Intervals -- Coarse Qualitative Model of 3-D Orientation -- Fuzzified Strategic Maps -- A Qualitative Representation Model About Trajectories in 2-D -- Proposition of NON-Probabilistic Entropy as Reliability Index for Decision Making -- Neural Networks -- Kohonen Self-Organizing Maps and Mass Balance Method for the Supervision of a Lowland River Area -- Computer Vision -- Two-Step Tracking by Parts Using Multiple Kernels -- n-Dimensional Distribution Reduction Preserving Its Structure -- Planning and Robotics -- Seat Allocation for Massive Events Based on Region Growing Techniques -- Solving the Response Time Variability Problem by Means of Metaheuristics -- Planning Under Temporal Uncertainty Indurative Actions -- Building a Local Hybrid Map from Sensor Data Fusion -- Map Building Including Qualitative Reasoning for Aibo Robots.

Cognitive Vision Based on Qualitative Matching of Visual Textures and Envision Predictions for Aibo Robots -- Assessing the Aggregation of Parameterized Imprecise Classification -- Multiagent System -- Dynamic Electronic Institutions for Humanitarian Aid Simulation -- Extending the BDI Architecture with Commitments -- Recommendations Using Information from Selected Sources with the ISIRES Methodology -- Social Currencies and Knowledge Currencies -- Improving the Team-Work in Heterogeneous Multi-Agent Systems: Situation Matching Approach -- WIKIFAQ: Obtaining Complete FAQs -- Designing a Multi-Agent System to Simulate Scenarios for Decision-Making in River Basin Systems -- Outline of Citation Auctions -- Improving Privacy of Recommender Agents by Means of Full Dissociation -- Author Index.