Advances in Artificial Intelligence - IBERAMIA 2002

The 8th Ibero-American Conference on Artificial Intelligence, IBERAMIA 2002, took place in Spain for the second time in 14 years; the first conference was organized in Barcelona in January 1988. The city of Seville hosted this 8th conference, giving the participants the opportunity of enjoying the richness of its historical and cultural atmosphere. Looking back over these 14 years, key aspects of the conference, such as its structure, organization, the quantity and quality of submissions, the publication policy, and the number of attendants, have significantly changed. Some data taken from IBERAMIA'88 and IBERAMIA 2002 may help to illustrate these changes. IBERAMIA'88 was planned as an initiative of three Ibero-American AI associations: the Spanish Association for AI (AEPIA), the Mexican Association for AI (SMIA), and the Portuguese Association for AI (APIA). The conference was organized by the AEPIA staff, including the AEPIA president, José Cuena, the secretary, Felisa Verdejo, and other members of the AEPIA board. The proceedings of IBERAMIA'88 contain 22 full papers grouped into six areas: knowledge representation and reasoning, learning, AI tools, expert systems, language, and vision. Papers were written in the native languages of the participants: Spanish, Portuguese, and Catalan. Twenty extended abstracts describing ongoing projects were also included in the proceedings.

Contenu

Knowledge Representation and Reasoning.- Improving Naive Bayes Using Class-Conditional ICA.- Detecting Events and Topics by Using Temporal References.- Asymmetric Neighbourhood Selection and Support Aggregation for Effective Classification.- Incremental Learning of Tree Augmented Naive Bayes Classifiers.- A Comparison of PCA and GA Selected Features for Cloud Field Classification.- Filtering Noisy Continuous Labeled Examples.- Designing Adaptive Hypermedia for Internet Portals: A Personalization Strategy Featuring Case Base Reasoning with Compositional Adaptation.- Improving Classification Accuracy of Large Test Sets Using the Ordered Classification Algorithm.- A Comparative Study of Some Issues Concerning Algorithm Recommendation Using Ranking Methods.- Properties and Complexity in Feasible Logic-Based Argumentation for Electronic Commerce.- A Hybrid CBR Model for Forecasting in Complex Domains.- Generalized Modifiers as an Interval Scale: Towards Adaptive Colorimetric Alterations.- A Conceptual Graph and RDF(S) Approach for Representing and Querying Document Content.- Automatic Optimization of Multi-paradigm Declarative Programs.- SLFD Logic: Elimination of Data Redundancy in Knowledge Representation.- Indeed: Interactive Deduction on Horn Clause Theories.- Restricted ?-Trees and Reduction Theorems in Multiple-Valued Logics.- Max-CSP Approach for Software Diagnosis.- Machine Learning.- Local Search Methods for Learning Bayesian Networks Using a Modified Neighborhood in the Space of DAGs.- A Quasi-Metric for Machine Learning.- Shared Ensemble Learning Using Multi-trees.- A GRASP Algorithm for Clustering.- An Analysis of the Pheromone Q-Learning Algorithm.- SOAP: Efficient Feature Selection of Numeric Attributes.- Uncertainty and Fuzzy Systems.- Designing Fuzzy Relations in Orthogonal Persistence Object-Oriented Database Engines.- An Interactive Framework for Open Queries in Decision Support Systems.- Integration of Fault Detection and Diagnosis in a Probabilistic Logic Framework.- Series-Parallel and Tree-Decomposition Approaches for Fuzzy Constraint Networks.- Change-Detection Using Contextual Information and Fuzzy Entropy Principle.- Improving Simple Linguistic Fuzzy Models by Means of the Weighted COR Methodology.- A Semiquantitative Approach to Study Semiqualitative Systems.- Genetic Algorithms.- Multi-objective Optimization Evolutionary Algorithms Applied to Paroxysmal Atrial Fibrillation Diagnosis Based on the k-Nearest Neighbours Classifier.- Population Studies for the Gate Matrix Layout Problem.- New Generic Hybrids Based upon Genetic Algorithms.- Genetic Algorithms and Biological Images Restoration: Preliminary Report.- Evolution of Multi-adaptive Discretization Intervals for a Rule-Based Genetic Learning System.- An Immunological Approach to Combinatorial Optimization Problems.- A Genetic Algorithm for Solving a Production and Delivery Scheduling Problem with Time Windows.- A Prediction System for Cardiovascularity Diseases Using Genetic Fuzzy Rule-Based Systems.- Multiple Crossover per Couple with Selection of the Two Best Offspring: An Experimental study with the BLX-? Crossover Operator for Real-Coded Genetic Algorithms.- Neural Nets.- Adaptive Random Fuzzy Cognitive Maps.- Convex Hull in Feature Space for Support Vector Machines.- Applying Neural Networks and Genetic Algorithms to the Separation of Sources.- A Neural Associative Pattern Classifier.- Rule Extraction from Radial Basis Function Networks by Using Support Vectors.- Empirical Performance Assessment of Nonlinear Model Selection Techniques.- An Efficient Neural Network Algorithm for the p-Median Problem.- Improving Cellular Nonlinear Network Computational Capabilities.- Learning to Assess from Pair-Wise Comparisons.- Forecasting Time Series Combining Machine Learning and Box-Jenkins Time Series.- Gaussian Synapse Networks for Hyperspectral Image Segmentation.- An Associative Multivalued Recurrent Network.- Machine Learning Models for Online Dynamic Security Assessment of Electric Power Systems.- On Endmember Detection in Hyperspectral Images with Morphological Associative Memories.- Application of Learning Machine Methods to 3D Object Modeling.- Distributed Artificial Intelligence and Multi-agent Systems.- Enriching Information Agents' Knowledge by Ontology Comparison: A Case Study.- Negotiation among Autonomous Computational Agents.- Interface Agents Development in MASA for Human Integration in Multiagent Systems.- Comparing Distributed Reinforcement Learning Approaches to Learn Agent Coordination.- Empowered Situations of Autonomous Agents.- Distributed Agenda Management through Decentralised Vowels Co-ordination Approach.- Meta-modelling in Agent Oriented Software Engineering.- Multi-agent Systems and Network Management- A Positive Experience on Unix Environments.- Formal Specification of Opinions Applied to the Consensus Problem.- Natural Language Processing.- Practical NLP-Based Text Indexing.- Definite Description Resolution Enrichment with WordNet Domain Labels.- A Hidden Markov Model Approach to Word Sense Disambiguation.- A Simple Connectionist Approach to Language Understanding in a Dialogue System.- Wide-Coverage Spanish Named Entity Extraction.- Terminology Retrieval: Towards a Synergy between Thesaurus and Free Text Searching.- Mixed Parsing of Tree Insertion and Tree Adjoining Grammars.- Task Oriented Dialogue Processing Using Multiagents Theory.- Automatic Adaptation of a Natural Language Interface to a Robotic System.- Intelligent Tutoring Systems.- Semantic Comparison of Texts for Learning Environments.- I-PETER: Modelling Personalised Diagnosis and Material Selection for an Online English Course.- An Agent-Based System for Supporting Learning from Case Studies.- Emergent Diagnosis via Coalition Formation.- Adaptive Bayes.- Control and Real Time.- A Dynamic Scheduling Algorithm for Real-Time Expert Systems.- A Process Knowledge-Based Controller for Maneuverability Improvement of a Nonlinear Industrial Process.- An Architecture for Online Diagnosis of Gas Turbines.- STeLLa v2.0: Planning with Intermediate Goals.- Scheduling as Heuristic Search with State Space Reduction.- Domain-Independent Online Planning for STRIPS Domains.- A Pomset-Based Model for Estimating Workcells' Setups in Assembly Sequence Planning.- New Methodology for Structure Identification of Fuzzy Corollers in Real Time.- Robotics.- Comparing a Voting-Based Policy with Winner-Takes-All to Perform Action Selection in Motivational Agents.- Bayesian Approach Based on Geometrical Features for Validati…