AI*IA 2001 : advances in artificial intelligence : 7th Congress of the Italian Association for Artificial Intelligence, Bari, Italy, September 2001 : proceedings

AI*IA 2001: Advances in Artificial Intelligence: 7th Congress of the Italian Association for Artificial Intelligence Bari, Italy, September 25–28, 2001 Proceedings
Author: Floriana Esposito
Published by Springer Berlin Heidelberg
ISBN: 978-3-540-42601-1
DOI: 10.1007/3-540-45411-X

Table of Contents:

• A Monte Carlo Approach to Hard Relational Learning Problems
• Boosting as a Monte Carlo Algorithm
• Stepwise Induction of Model Trees
• Evaluation Methods for Focused Crawling
• A Knowledge-Based Neurocomputing Approach to Extract Refined Linguistic Rules from Data
• RBF Networks Exploiting Supervised Data in the Adaptation of Hidden Neuron Parameters
• A New Machine Learning Approach to Fingerprint Classification
• An Automatic Accompanist Based on Hidden Markov Models
• Resampling vs Reweighting in Boosting a Relational Weak Learner
• Learning Logic Models for Automated Text Categorization
• User Profiling in an Application of Electronic Commerce
• Computing Spatial Similarity by Games
• An Analysis of Backjumping and Trivial Truth in Quantified Boolean Formulas Satisfiability
• Abduction with Penalization in Logic Programming
• Causal Simulation and Diagnosis of Dynamic Systems
• Critical Parallelization of Local Search for MAX-SAT
• Product Design as Product Revise: The Case of Chemical Compounds
• Belief Revision and the Ramsey Test: A Solution
• Supporting Product Configuration in a Virtual Store
• Characterising Concept’s Properties in Ontologies

Includes bibliographical references and indexes