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Research and Development in Intelligent Systems XIX

Proceedings of ES2002, the Twenty-second SGAI International Conference on Knowledge Based Systems and Applied Artificial Intelligence

  • Conference proceedings
  • © 2003

Overview

Editors:
  1. Max Bramer

    1. Faculty of Technology, University of Portsmouth, Portsmouth, UK

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  2. Alun Preece

    1. Dept of Computer Science, University of Aberdeen, Aberdeen, UK

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  3. Frans Coenen

    1. Department of Computer Science, University of Liverpool, Liverpool, UK

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Table of contents (32 papers)

  1. Front Matter

    Pages I-XI
    Download chapter PDF

  2. Best Refereed Techincal Paper

    1. Front Matter

      Pages 1-1
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    2. Covering the Path Space: A Casebase Analysis for Mobile Robot Path Planning

      • Maarja A. Kruusmaa, Jan Willemson
      Pages 3-16

  3. Machine Learning 1

    1. Front Matter

      Pages 17-17
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    2. A Rough Set Model with Ontological Information for Discovering Maximal Association Rules in Document Collections

      • Yaxin Bi, Terry Anderson, Sally McClean
      Pages 19-32

    3. Simplest Rules Characterizing Classes Generated by δ-Free Sets

      • Bruno Crémilleux, Jean-François Boulicaut
      Pages 33-46

    4. Epicurean-style Learning Applied to the Classification of Gene-Expression Data

      • Andreas A. Albrecht, Staal A. Vinterbo, Lucila Ohno-Machado
      Pages 47-59

    5. Case and Feature Subset Selection in Case-Based Software Project Effort Prediction

      • Colin Kirsopp, Martin Shepperd
      Pages 61-74

  4. Knowledge Representation and Reasoning 1

    1. Front Matter

      Pages 75-75
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    2. Generating Context-Based Explanations

      • Anneli Edman
      Pages 77-90

    3. Facilitating DL-based Hybrid Reasoning with Inference Fusion

      • Bo Hu, Inés Arana, Ernesto Compatangelo
      Pages 91-104

    4. Representing and Eliciting “If … Then Rules”: An Empirical Analysis

      • Daniel E. O’Leary
      Pages 105-117

    5. A Hybrid KRS to Treat Fuzzy and Taxonomic Knowledge

      • Rita Maria da Silva Julia, Fernanda Emília Muniz de Resende, Antônio Eduardo Costa Pereira
      Pages 119-132

  5. Machine Learning 2

    1. Front Matter

      Pages 133-133
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    2. SAT-Based Algorithms for Bayesian Network Inference

      • T. K. Satish Kumar
      Pages 135-148

    3. An Approach to Artificial Neural Network Training

      • Ireneusz Czarnowski, Piotr Jedrzejowicz
      Pages 149-162

    4. Genetic Algorithm Hybridized with Ruin and Recreate Procedure: Application to the Quadratic Assignment Problem

      • Alfonsas Misevicius
      Pages 163-176

    5. ECCLAT: a New Approach of Clusters Discovery in Categorical Data

      • Nicolas Durand, Bruno Crémilleux
      Pages 177-190

  6. Knowledge Representation and Reasoning 2

    1. Front Matter

      Pages 191-191
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    2. Reverse Engineering Ontologies from Performance Systems

      • Debbie Richards
      Pages 193-206
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Keywords

About this book

M.A.BRAMER University of Portsmouth, UK This volume comprises the refereed technical papers presented at ES2002, the Twenty-second SGAI International Conference on Knowledge Based Systems and Applied Artificial Intelligence, held in Cambridge in December 2002. The conference was organised by SGAI, the British Computer Society Specialist Group on Artificial Intelligence (previously known as SGES). The papers in this volume present new and innovative developments in the field, divided into sections on Machine Learning, Knowledge Representation and Reasoning, Knowledge Acquisition, Constraint Satisfaction, Scheduling and Natural Language Processing. This year's prize for the best refereed technical paper was won by a paper entitled Covering the Path Space: A Casebase Analysis for Mobile Robot Path Planning by M Kruusmaa (Department of Mechatronics, Tallinn Technical University, Estonia) and J Willemson (Department of Computer Science, Tartu University, Estonia). SGAI gratefully acknowledges the long-term sponsorship of Hewlett-Packard Laboratories (Bristol) for this prize, which goes back to the 1980s. This is the nineteenth volume in the Research and Development series. The Application Stream papers are published as a companion volume under the title Applications and Innovations in Intelligent Systems X. On behalf of the conference organising committee I should like to thank all those who contributed to the organisation of this year's technical programme, in particular the programme committee members, the referees and our administrators Linsay Turbert and Helen Forster.

Editors and Affiliations

  • Faculty of Technology, University of Portsmouth, Portsmouth, UK

    Max Bramer

  • Dept of Computer Science, University of Aberdeen, Aberdeen, UK

    Alun Preece

  • Department of Computer Science, University of Liverpool, Liverpool, UK

    Frans Coenen

Bibliographic Information

  • Book Title: Research and Development in Intelligent Systems XIX

  • Book Subtitle: Proceedings of ES2002, the Twenty-second SGAI International Conference on Knowledge Based Systems and Applied Artificial Intelligence

  • Editors: Max Bramer, Alun Preece, Frans Coenen

  • DOI: https://doi.org/10.1007/978-1-4471-0651-7

  • Publisher: Springer London

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer-Verlag London Limited 2003

  • Softcover ISBN: 978-1-85233-674-5Published: 05 December 2002

  • eBook ISBN: 978-1-4471-0651-7Published: 06 December 2012

  • Edition Number: 1

  • Number of Pages: XI, 467

  • Number of Illustrations: 40 b/w illustrations

  • Topics: Artificial Intelligence

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