Title page -- Preface -- Conference Organization -- Contents -- Invited Talks -- On the Design of Bio-Inspired Multi-Agent Systems for Coordination and Control -- Massimo Tistarelli Talk -- Neural Networks -- Direct Policy Search Reinforcement Learning for Robot Control -- A Hopfield Network for the Portfolio Selection Problem -- Neural Networks for Estimating the Efficiency of a WWTP Biologic Treatment -- Learning Human-Level AI Abilities to Drive Racing Cars -- Feature Selection and Outliers Detection with Genetic Algorithms and Neural Networks -- Computer Vision -- Multispectral Image Segmentation for Fruit Quality Estimation -- Detecting Mammographic Abnormalities from Image Registration Results -- On the Usefulness of Supervised Learning for Vessel Border Detection in IntraVascular Imaging -- Image Segmentation Based on Inter-Feature Distance Maps -- Staff and Graphical Primitive Segmentation in Old Handwritten Music Scores -- Real-Time Face Tracking for Context-Aware Computing -- Experimental Study of the Usefulness of External Face Features for Face Classification -- Angle Images Using Gabor Filters in Cardiac Tagged MRI -- Classifying Natural Objects on Outdoor Scenes -- Mass Segmentation Using a Pattern Matching Approach with a Mutual Information Based Metric -- Feature Selection with Non-Parametric Mutual Information for Adaboost Learning -- Applications -- OntoMusic: From Scores to Expressive Music Performances -- Knowledge Production and Integration for Diagnosis, Treatment and Prognosis in Medicine -- Application of Clustering Techniques in a Network Security Testing System -- Llaut: Fuzzy Logic Based Selective Bot -- A Hybrid System Combining Self Organizing Maps with Case Based Reasoning in Structural Assessment -- Acquiring Unobtrusive Relevance Feedback Through Eye-Tracking in Ambient Recommender Systems.

Evolution Strategies for DS-CDMA Pseudonoise Sequence Design -- Evaluation of Knowledge Bases by Means of Multi-Dimensional OWA Operators -- Automatic Discovery of Synonyms and Lexicalizations from the Web -- Machine Learning -- Imbalanced Training Set Reduction and Feature Selection Through Genetic Optimization -- A Case-Based Methodology for Feature Weighting Algorithm Recommendation -- Comparison of Strategies Based on Evolutionary Computation for the Design of Similarity Functions -- Using Symbolic Descriptions to Explain Similarity on CBR -- A Clustering-Based Fuzzy Classifier -- Multilingual Question Classification Based on Surface Text Features -- Reasoning -- On Warranted Inference in Possibilistic Defeasible Logic Programming -- A Discretization Process in Accordance with a Qualitative Ordered Output -- Supervised Fuzzy Control of Dissolved Oxygen in a SBR Pilot Plant -- On the Consistency of a Fuzzy C-Means Algorithm for Multisets -- Planning and Robotics -- A CBR System for Autonomous Robot Navigation -- The Use of a Reasoning Process to Solve the Almost SLAM Challenge at the Robocup Legged League -- An Anytime Approach for On-Line Planning -- Bug-Based T2: A New Globally Convergent Approach to Reactive Navigation -- A Heuristic Technique for the Capacity Assessment of Periodic Trains -- Development of a Webots Simulator for the Lauron IV Robot -- A Preliminary Study on the Relaxation of Numeric Features in Planning -- Multi-Objective Multicast Routing Based on Ant Colony Optimization -- Solving the GMM-Model with a MOEA -- Multiagent Systems -- Auctioning Substitutable Goods -- The Agent Reputation and Trust (ART) Testbed Architecture -- Towards an Organizational MAS Methodology -- Modelling the Human Values Scale in Recommender Systems: A First Approach -- Solving Ceramic Tile Factory Production Programming by MAS.

Integrating Information Sources for Recommender Systems -- OntoPathView: A Simple View Definition Language for the Collaborative Development of Ontologies -- Author Index.