Advances in Artificial Intelligence - IBERAMIA-SBIA 2006

Neural, Symbolic).- Development of a Hybrid Intelligent System for Electrical Load Forecasting.- Extending a Hybrid CBR-ANN Model by Modeling Predictive Attributes Using Fuzzy Sets.- Development of a Neural Sensor for On-Line Prediction of Coagulant Dosage in a Potable Water Treatment Plant in the Way of Its Diagnosis.- Multi-objective Memetic Algorithm Applied to the Automated Synthesis of Analog Circuits.- A Hybrid Learning Strategy for Discovery of Policies of Action.- Knowledge Acquisition and Machine Learning.- A Fractal Dimension Based Filter Algorithm to Select Features for Supervised Learning.- Comparing Meta-learning Algorithms.- A New Linear Dimensionality Reduction Technique Based on Chernoff Distance.- A Machine Learning Approach to the Identification of Appositives.- Parameterized Imprecise Classification: Elicitation and Assessment.- Evolutionary Training of SVM for Multiple Category Classification Problems with Self-adaptive Parameters.- Time-Space Ensemble Strategies for Automatic Music Genre Classification.- Predictive and Descriptive Approaches to Learning Game Rules from Vision Data.- Knowledge Discovery and Data Mining.- Mining Intonation Corpora Using Knowledge Driven Sequential Clustering.- Using Common Sense to Recognize Cultural Differences.- Detection of Repetitive Patterns in Action Sequences with Noise in Programming by Demonstration.- Knowledge Engineering, Ontologies and Case Based Reasoning.- Supporting Ontology-Based Semantic Matching of Web Services in MoviLog.- Learning Similarity Metrics from Case Solution Similarity.- Knowledge Representation and Reasoning.- Epistemic Actions and Ontic Actions: A Unified Logical Framework.- Strings and Holes: An Exercise on Spatial Reasoning.- A Causal Perspective to Qualitative Spatial Reasoning in the Situation Calculus.- PFORTE: Revising Probabilistic FOL Theories.- Rule Schemata for Game Artificial Intelligence.- Neutral Language Processing.- Selecting a Feature Set to Summarize Texts in Brazilian Portuguese.- Word Sense Disambiguation Based on Word Sense Clustering.- Comparing Two Markov Methods for Part-of-Speech Tagging of Portuguese.- Shallow Parsing Based on Comma Values.- Planning and Scheduling.- Unifying Nondeterministic and Probabilistic Planning Through Imprecise Markov Decision Processes.- Achieving Conditional Plans Through the Use of Classical Planning Algorithms.- Assessing the Value of Future and Present Options in Real-Time Planning.- Reading PDDL, Writing an Object-Oriented Model.- Robotics.- A Reactive Lazy PRM Approach for Nonholonomic Motion Planning.- Negative Information in Cooperative Multirobot Localization.- Gait Control Generation for Physically Based Simulated Robots Using Genetic Algorithms.- Does Complex Learning Require Complex Connectivity?.- Theoretical and Logical Methods.- The Predicate-Minimizing Logic MIN.- Strong Negation in Well-Founded and Partial Stable Semantics for Logic Programs.- MAT Logic: A Temporal×Modal Logic with Non-deterministic Operators to Deal with Interactive Systems in Communication Technologies.- Uncertainty.- Probabilistic Logic with Strong Independence.- Bayesian Model Combination and Its Application to Cervical Cancer Detection.