This book constitutes the refereed proceedings of the scientific track of the 7th Congress of the Italian Association for Artificial Intelligence, AI*IA 2001, held in Bari, Italy, in September 2001.
The 25 revised long papers and 16 revised short papers were carefully reviewed and selected for inclusion in the volume. The papers are organized in topical sections on machine learning; automated reasoning; knowledge representation; multi-agent systems; natural language processing; perception, vision, and robotics; and planning and scheduling.
Author(s): A. Serra, A. Giordana (auth.), Floriana Esposito (eds.)
Series: Lecture Notes in Computer Science 2175 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2001
Language: English
Pages: 400
Tags: Artificial Intelligence (incl. Robotics)
A Monte Carlo Approach to Hard Relational Learning Problems....Pages 1-10
Boosting as a Monte Carlo Algorithm....Pages 11-19
Stepwise Induction of Model Trees....Pages 20-32
Evaluation Methods for Focused Crawling....Pages 33-39
A Knowledge-Based Neurocomputing Approach to Extract Refined Linguistic Rules from Data....Pages 40-50
RBF Networks Exploiting Supervised Data in the Adaptation of Hidden Neuron Parameters....Pages 51-56
A New Machine Learning Approach to Fingerprint Classification....Pages 57-63
An Automatic Accompanist Based on Hidden Markov Models....Pages 64-69
Resampling vs Reweighting in Boosting a Relational Weak Learner....Pages 70-80
Learning Logic Models for Automated Text Categorization....Pages 81-86
User Profiling in an Application of Electronic Commerce....Pages 87-98
Computing Spatial Similarity by Games....Pages 99-110
An Analysis of Backjumping and Trivial Truth in Quantified Boolean Formulas Satisfiability....Pages 111-122
Abduction with Penalization in Logic Programming....Pages 123-134
Causal Simulation and Diagnosis of Dynamic Systems....Pages 135-146
Critical Parallelization of Local Search for MAX-SAT....Pages 147-158
Product Design as Product Revise: The Case of Chemical Compounds....Pages 159-164
Belief Revision and the Ramsey Test: A Solution....Pages 165-175
Supporting Product Configuration in a Virtual Store....Pages 176-188
Characterising Concept’s Properties in Ontologies....Pages 189-200
Reasoning about Dynamic Scenes Using Autonomous Agents....Pages 201-211
Tuning the Collaboration Level with Autonomous Agents: A Principled Theory....Pages 212-224
The Definition of Legal Relations in a BDI Multiagent Framework....Pages 225-236
Reasoning about Actions in a Multiagent Domain....Pages 237-248
L*MASS: A Language for Situated Multi-agent Systems....Pages 249-254
An Interactive System for Generating Arguments in Deceptive Communication....Pages 255-266
An Agent Based Approach to Virtual Market Place Simulation....Pages 267-272
Open Domain Question/Answering on the WEB....Pages 273-284
User-Adapted Image Descriptions from Annotated Knowledge Sources....Pages 285-296
Wide Coverage Incremental Parsing by Learning Attachment Preferences....Pages 297-307
Flexible Parsing Architectures for NLP Applications....Pages 308-313
Information Presentation Adapted to the “User in Context”....Pages 314-319
A Hybrid Approach to Optimize Feature Selection Process in Text Classification....Pages 320-326
Concepts for Anchoring in Robotics....Pages 327-332
Symbolic and Conceptual Representation of Dynamic Scenes: Interpreting Situation Calculus on Conceptual Spaces....Pages 333-343
A Non-traditional Omnidirectional Vision System with Stereo Capabilities for Autonomous Robots....Pages 344-355
Architectural Scenes Reconstruction from Uncalibrated Photos and Map Based Model Knowledge....Pages 356-361
A SOM/ARSOM Hierarchy for the Description of Dynamic Scenes....Pages 362-368
A Constraint-Based Architecture for Flexible Support to Activity Scheduling....Pages 369-381
Planning and Execution in Dynamic Environments....Pages 382-387
An Agent Architecture for Planning in a Dynamic Environment....Pages 388-394
