Title Page -- Preface -- Contents -- Invited Talks -- Intelligent Transport and Energy Systems Using Agent Technology -- Robot Visions, Robot Vision -- Regular Papers -- Decremental Possibilistic K-Modes -- Performing Decision-Theoretic Inference in Bayesian Network Ensemble Models -- Gated Bayesian Networks -- Solving the 15-Puzzle Game Using Local Value-Iteration -- Comparison of Clustering Approaches for Gene Expression Data -- Heuristics for Determining the Elimination Ordering in the Influence Diagram Evaluation with Binary Trees -- Revisiting Inner Entanglements in Classical Planning -- Trap Escape for Local Search by Backtracking and Conflict Reverse -- Incorporating Prior Knowledge when Learning Mixtures of Truncated Basis Functions from Data -- Expansion of the Variational Garrote to a Multiple Measurement Vectors Model -- Classification of Movement Patterns in Skiing -- Combining Constraint Types from Public Data in Aerial Image Segmentation -- Formalizing Theatrical Performances Using Multi-Agent Organizations -- A Hierarchical Model for Continuous Gesture Recognition Using Kinect -- Expressive Planning Through Constraints -- Beating the Bookie: A Look at Statistical Models for Prediction of Football Matches -- A Software Package for Web Deployment of Probabilistic Graphical Models -- Data Mining-Based Facial Expressions Recognition System -- Reasoning About Human Activities: An Argumentative Approach -- Towards a Machine Learning Algorithm for Predicting Truck Compressor Failures Using Logged Vehicle Data -- Error AMP Chain Graphs -- Learning Air Combat Parameters Using Differential Evolution -- Anchor-Profiles for Ontology Mapping with Partial Alignments -- Query-Focused Association Rule Mining for Information Retrieval -- Traceable Uncertainty for Threat Evaluation in Air to Ground Scenarios -- Knowledge-Based Industrial Robotics.

Probabilistic Inference in BN2T Models by Weighted Model Counting -- Doctoral Symposium -- On Programming Organization-Aware Agents -- Enhancing Recall in Semantic Querying -- Industrial Robot Skills -- Learning Inverse Kinematics Problem in Changing Task Environment -- Neural Network for Prediction of Glucose Concentration in Type 1 Diabetic Patients -- Subject Index -- Author Index.