Title Page -- Conference Organization -- Preface -- Contents -- Invited Talks -- Integration of Planning and Reasoning into an Architecture that Enables Model-Driven Development -- From the Turing Test to Science Fiction: The Challenges of Social Robotics -- Relational Learning -- An Approach to Re-Representation in Relational Learning -- Graph Constrained Label Propagation on Water Supply Networks -- Hierarchical Inference Applied to Cyc -- Planning, Satisfiability and Constraints -- Comparison of MOMDP and Heuristic Methods to Play Hide-and-Seek -- Forward-Chaining Planning with a Flexible Least-Commitment Strategy -- A Max-SAT-Based Approach to Constructing Optimal Covering Arrays -- Solving Routing and Wavelength Assignment Problem with Conflict-Driven ASP Solvers -- Perception and Image Processing -- Selection of Gabor Filters with Choquet Integral for Texture Analysis in Mammogram Images -- Towards Cognitive Image Interpretation - Qualitative Descriptors, Domain Knowledge and Narrative Generation -- Large-Scale Image Classification Using Ensembles of Nested Dichotomies -- Automatic Hand Detection in RGB-Depth Data Sequences -- Granular Computing for Gait Recognition Through Singular Spectrum Analysis -- Quantitative Analysis of Non-Verbal Communication for Competence Analysis -- Closed Contour Shape Descriptors with High Compression Properties Based on the Discrete Hartley Transform -- Preprocessing -- External Validity Indices for Unsupervised Feature Selection -- An Experimental Features Selection Approach in a Multiclass Classifier -- Vector Space Model Anonymization -- Semi-Supervised Learning with Partial Domain Models -- Patterns Extraction in Data Mining, Modelling, Learning, Soft-Computing and Hybrid Approaches -- The Architecture of a Churn Prediction System Based on Stream Mining.

Improving Early Diagnosis of Alzheimer's Disease Using Synchrony Measures -- Kernel Functions for Categorical Variables with Application to Problems in the Life Sciences -- Introducing a `Difficult Factor' for Dataset Bi-Classification Using SVM -- Towards the Development of the Smart Grid: Fast Electricity Load Forecasting Using Different Hybrid Approaches -- Automatic Trend Line Generation for Time-Series Analysis: A Graphical Approach -- Finding Patterns in Cognitive Rehabilitation -- An Efficient Closed Frequent Itemset Miner for the MOA Stream Mining System -- Post-Processing, Model Interpretability and Decision Support -- Post-Processing the Class Panel Graphs: Towards Understandable Patterns from Data -- Natural Language-Based Automatic Qualitative Description of Clusters -- The Use of NLP Interchange Format for Question Answering in Organizations -- Annotated-Traffic Lights Panel as a Tool to Evaluate the Risk of Decisions Based on Prototypes -- Cartogram-Based Data Visualization Using the Growing Hierarchical SOM -- Analysis of GPR Data Through Interpretation of Pre-Processed Images Obtained by a Multi-Agent Approach to Identify Pipes in Water Supply Systems -- Recommenders, Similarity and CBR -- An Approach for Sketch Retrieval Based on Qualitative Shape Similarity Matching -- A Semantic Similarity Measure for Objects Described with Multi-Valued Categorical Attributes -- An Approach to Couple Two Forms of Feedback in Conversational Recommenders -- Melanoma Diagnosis Based on Collaborative Multi-Label Reasoning -- A Combination of Knowledge and Argumentation Based System for Supporting Injection Mould Design -- Towards Heuristic Based Mobility Policy Optimisation -- Multiagent Systems -- How to Demonstrate Incentive Compatibility in Multi-Attribute Auctions -- Metadata on Biofilm Development in Drinking Water Distribution Systems.

Evolutionary Processes in Economics: Multi-Agent Model of Macrogenerations Dynamics -- Applying IRON to a Virtual Community Scenario -- Applying COAALAS to SPiDer -- Subject Index -- Author Index.