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AI*IA 2001: Advances in Artificial Intelligence

7th Congress of the Italian Association for Artificial Intelligence, Bari, Italy, September 25-28, 2001. Proceedings

  • Conference proceedings
  • © 2001

Overview

Editors:
  1. Floriana Esposito

    1. Computer Science Department, University of Bari, Bari, Italy

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 2175)

Part of the book sub series: Lecture Notes in Artificial Intelligence (LNAI)

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Table of contents (41 papers)

  1. Front Matter

    Pages I-XII
    Download chapter PDF

  2. Machine Learning

    1. A Monte Carlo Approach to Hard Relational Learning Problems

      • A. Serra, A. Giordana
      Pages 1-10

    2. Boosting as a Monte Carlo Algorithm

      • Roberto Esposito, Lorenza Saitta
      Pages 11-19

    3. Stepwise Induction of Model Trees

      • Donato Malerba, Annalisa Appice, Antonia Bellino, Michelangelo Ceci, Domenico Pallotta
      Pages 20-32

    4. Evaluation Methods for Focused Crawling

      • Andrea Passerini, Paolo Frasconi, Giovanni Soda
      Pages 33-39

    5. A Knowledge-Based Neurocomputing Approach to Extract Refined Linguistic Rules from Data

      • Giovanna Castellano, Anna Maria Fanelli
      Pages 40-50

    6. RBF Networks Exploiting Supervised Data in the Adaptation of Hidden Neuron Parameters

      • Palma Blonda, Andrea Baraldi, Annarita D’Addabbo, Cristina Tarantino, Roberto De Blasi
      Pages 51-56

    7. A New Machine Learning Approach to Fingerprint Classification

      • Yuan Yao, Gian Luca Marcialis, Massimiliano Pontil, Paolo Frasconi, Fabio Roli
      Pages 57-63

    8. An Automatic Accompanist Based on Hidden Markov Models

      • Nicola Orio
      Pages 64-69

    9. Resampling vs Reweighting in Boosting a Relational Weak Learner

      • Marco Botta
      Pages 70-80

    10. Learning Logic Models for Automated Text Categorization

      • Stefano Ferilli, Nicola Fanizzi, Giovanni Semeraro
      Pages 81-86

    11. User Profiling in an Application of Electronic Commerce

      • Fabio Abbattista, Nicola Fanizzi, Stefano Ferilli, Pasquale Lops, Giovanni Semeraro
      Pages 87-98

  3. Automated Reasoning

    1. Computing Spatial Similarity by Games

      • Marco Aiello
      Pages 99-110

    2. An Analysis of Backjumping and Trivial Truth in Quantified Boolean Formulas Satisfiability

      • Enrico Giunchiglia, Massimo Narizzano, Armando Tacchella
      Pages 111-122

    3. Abduction with Penalization in Logic Programming

      • Nicola Leone, Simona Perri, Francesco Scarcello
      Pages 123-134

    4. Causal Simulation and Diagnosis of Dynamic Systems

      • Andrea Panati, Daniele Theseider Dupré
      Pages 135-146

    5. Critical Parallelization of Local Search for MAX-SAT

      • Andrea Roli, Christian Blum
      Pages 147-158

    6. Product Design as Product Revise: The Case of Chemical Compounds

      • Stefania Bandini, Sara Manzoni
      Pages 159-164

  4. Knowledge Representation

    1. Belief Revision and the Ramsey Test: A Solution

      • Laura Giordano, Valentina Gliozzi, Nicola Olivetti
      Pages 165-175

    2. Supporting Product Configuration in a Virtual Store

      • Diego Magro, Pietro Torasso
      Pages 176-188
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Keywords

About this book

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.

Editors and Affiliations

  • Computer Science Department, University of Bari, Bari, Italy

    Floriana Esposito

Bibliographic Information

  • Book Title: AI*IA 2001: Advances in Artificial Intelligence

  • Book Subtitle: 7th Congress of the Italian Association for Artificial Intelligence, Bari, Italy, September 25-28, 2001. Proceedings

  • Editors: Floriana Esposito

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/3-540-45411-X

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2001

  • Softcover ISBN: 978-3-540-42601-1Published: 12 September 2001

  • eBook ISBN: 978-3-540-45411-3Published: 30 June 2003

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XII, 400

  • Topics: Artificial Intelligence

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