附註:Includes bibliographical references and index.
Abstracts of Invited Presentations and Tutorials -- Constraint Programming in Computational Molecular Biology -- Computational Creativity -- From Wheels to Wings with Evolutionary Spiking Circuits -- An Introduction to Object-Oriented RuleML -- Learning from Networks of Examples -- Grammar Induction and Adaptive Information Disclosure -- Understanding Implicit Language Structures -- Performance Issues in Prolog Applications -- Artificial Life and Evolutionary Algorithms (ALEA) -- Optimization of Logistic Processes in Supply-Chains Using Meta-heuristics -- Evolutionary Neural Network Learning -- Golomb Rulers: The Advantage of Evolution -- A Particle Swarm Data Miner -- Yerkes-Dodson Law in Agents' Training -- SAPPO: A Simple, Adaptable, Predator Prey Optimiser -- Evolutionary Neuroestimation of Fitness Functions -- A Resource Sharing Model to Study Social Behaviours -- Improving Self-Confidence: An Advise-Based Evolutionary Model -- Constraint and Logic Programming Systems (CLPS) -- Solving Set Partitioning Problems with Global Constraint Propagation -- Heuristic-Based Backtracking for Propositional Satisfiability -- On the BEAM Implementation -- YapDss: An Or-Parallel Prolog System for Scalable Beowulf Clusters -- Experimental Evaluation of a Caching Technique for ILP -- jcc: Integrating Timed Default Concurrent Constraint Programming into Java -- Extraction of Knowledge from Data Bases (EKDB) -- BAYES-NEAREST: A New Hybrid Classifier Combining Bayesian Network and Distance Based Algorithms -- A Data Mining Approach to Credit Risk Evaluation and Behaviour Scoring -- Influence of kNN-Based Load Forecasting Errors on Optimal Energy Production -- Creating User-Adapted Design Recommender System through Collaborative Filtering and Content Based Filtering -- Is the UCI Repository Useful for Data Mining? -- Improving the Efficiency of ILP Systems -- Reorganizing News Web Pages for Mobile Users -- Learning Semi Naïve Bayes Structures by Estimation of Distribution Algo
摘要:This book constitutes the refereed proceedings of the 11th Portuguese Conference on Artificial Intelligence, EPIA 2003, held in Beja, Portugal in December 2003. The 29 revised full papers and 20 revised short papers presented were carefully reviewed and selected from a total of 119 submissions. In accordance with the five constituting workshops, the papers are organized in topical sections on artificial life and evolutionary algorithms, constraint and logic programming systems, extraction of knowledge from databases, multi-agent systems and AI for the Internet, and natural language processing and text retrieval.
