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AI*IA 2003: Advances in Artificial Intelligence

8th Congress of the Italian Association for Artificial Intelligence, Pisa, Italy, September 23-26, 2003, Proceedings

  • Conference proceedings
  • © 2003

Overview

Editors:
  1. Amedeo Cappelli

    1. ISTI CNR, Pisa,, Italy

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    You can also search for this editor in PubMed   Google Scholar

  2. Franco Turini

    1. Dipartimento di Informatica, University of Pisa, Italy

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    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 2829)

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

Included in the following conference series:

Conference proceedings info: AI*IA 2003.

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Table of contents (46 papers)

  1. Front Matter

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  2. Knowledge Representation and Reasoning

    1. A Complete Subsumption Algorithm

      • Stefano Ferilli, Nicola Di Mauro, Teresa M. A. Basile, Floriana Esposito
      Pages 1-13

    2. Temporal Decision Trees for Diagnosis: An Extension

      • Claudia Picardi
      Pages 14-26

    3. Obligations as Social Constructs

      • Guido Boella, Leendert van der Torre
      Pages 27-38

    4. Automatically Decomposing Configuration Problems

      • Luca Anselma, Diego Magro, Pietro Torasso
      Pages 39-52

    5. Bridging the Gap between Horn Clausal Logic and Description Logics in Inductive Learning

      • Francesca A. Lisi, Donato Malerba
      Pages 53-64

    6. A Methodology for the Induction of Ontological Knowledge from Semantic Annotations

      • Nicola Fanizzi, Floriana Esposito, Stefano Ferilli, Giovanni Semeraro
      Pages 65-77

    7. Qualitative Spatial Reasoning in a Logical Framework

      • Alessandra Raffaetà, Chiara Renso, Franco Turini
      Pages 78-90

    8. On Managing Temporal Information for Handling Durative Actions in LPG

      • Alfonso Gerevini, Alessandro Saetti, Ivan Serina
      Pages 91-104

    9. An Abductive Proof Procedure Handling Active Rules

      • Paolo Mancarella, Giacomo Terreni
      Pages 105-117

  3. Soft Computing

    1. BackPropagation through Cyclic Structures

      • M. Bianchini, M. Gori, L. Sarti, F. Scarselli
      Pages 118-129

    2. A Neural Architecture for Segmentation and Modelling of Range Data

      • Roberto Pirrone, Antonio Chella
      Pages 130-141

    3. A Combination of Support Vector Machines and Bidirectional Recurrent Neural Networks for Protein Secondary Structure Prediction

      • Alessio Ceroni, Paolo Frasconi, Andrea Passerini, Alessandro Vullo
      Pages 142-153

    4. Adaptive Allocation of Data-Objects in the Web Using Neural Networks

      • Joaquin Pérez O., Rodolfo A. Pazos R., Hector J. Fraire H., Laura Cruz R., Johnatan E. Pecero S.
      Pages 154-164

  4. Machine Learning

    1. Improving the SLA Algorithm Using Association Rules

      • Evelina Lamma, Fabrizio Riguzzi, Andrea Stambazzi, Sergio Storari
      Pages 165-175

    2. Incremental Induction of Rules for Document Image Understanding

      • Stefano Ferilli, Nicola Di Mauro, Teresa M. A. Basile, Floriana Esposito
      Pages 176-188

    3. Explaining Bagging with Monte Carlo Theory

      • Roberto Esposito, Lorenza Saitta
      Pages 189-200

    4. Pairwise Data Clustering Using Monotone Game Dynamics

      • Massimiliano Pavan, Marcello Pelillo
      Pages 201-212

    5. Abduction in Classification Tasks

      • Maurizio Atzori, Paolo Mancarella, Franco Turini
      Pages 213-224

  5. Data Mining

    1. MQL: An Algebraic Query Language for Knowledge Discovery

      • Miriam Baglioni, Franco Turini
      Pages 225-236
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  1. AI*IA 2003: Advances in Artificial Intelligence

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About this book

This book constitutes the refereed proceedings of the 8th Congress of the Italian Association for Artificial Intelligence, AI*IA 2003, held in Pisa, Italy in September 2003.

The 44 revised full papers presented were carefully reviewed and selected from 91 submissions. The papers are organized in topical sections on knowledge representation and reasoning, soft computing, machine learning, data mining, intelligent agents, planning, robotics, natural language processing, and applications in various fields.

Editors and Affiliations

  • ISTI CNR, Pisa,, Italy

    Amedeo Cappelli

  • Dipartimento di Informatica, University of Pisa, Italy

    Franco Turini

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