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Advances in Case-Based Reasoning

Second European Workshop, EWCBR-94, Chantilly, France, November 7 - 10, 1994. Selected Papers

  • Conference proceedings
  • © 1995

Overview

Editors:
  1. Jean-Paul Haton
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  2. Mark Keane
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  3. Michel Manago
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 984)

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

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Table of contents (22 papers)

  1. Front Matter

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  2. Integrating induction in a case-based reasoner

    • Eva Armengol, Enric Plaza
    Pages 2-17

  3. Integrating induction and case-based reasoning: Methodological approach and first evaluations

    • Eric Auriol, Michel Manago, Klaus-Dieter Althoff, Stefan Wess, Stefan Dittrich
    Pages 18-32

  4. Experimental study of an evaluation function for cases imperfectly explained

    • Carlos Bento, José Exposto, Victor Francisco, Ernesto Costa
    Pages 33-44

  5. Reasoning with cases imperfectly described and explained

    • Carlos Bento, Luís Macedo, Ernesto Costa
    Pages 45-59

  6. Interacting learning-goals: Treating learning as a planning task

    • Michael T. Cox, Ashwin Ram
    Pages 60-74

  7. On the limitations of Memory Based Reasoning

    • Pádraig Cunningham, Barry Smyth, Tony Veale
    Pages 75-86

  8. A criterion of comparison between two case bases

    • Jean Lieber
    Pages 87-100

  9. An average predictive accuracy of the nearest neighbor classifier

    • Seishi Okamoto, Ken Satoh
    Pages 101-112

  10. Case-based reasoning for multi-step problems and its integration with heuristic search

    • Christian Reiser, Hermann Kaindl
    Pages 113-125

  11. Qualitative models as a basis for case indices

    • Bradley L. Richards
    Pages 126-135

  12. Using gestalten to retrieve cases

    • Jörg Walter Schaaf, Michael Nowak, Angi Voß
    Pages 136-150

  13. A comparison of incremental case-based reasoning and inductive learning

    • Barry Smyth, Pádraig Cunningham
    Pages 151-164

  14. Examples and remindings in a case-based help system

    • Gerhard Weber
    Pages 165-177

  15. A CBR knowledge representation for practical ethics

    • Kevin D. Ashley, Bruce M. McLaren
    Pages 180-197

  16. Case-based spatial design reasoning

    • Bharat Dave, Gerhard Schmitt, Shen-Guan Shih, Laurent Bendel, Boi Faltings, Ian Smith et al.
    Pages 198-210

  17. Case-based support for the design of dynamic system requirements

    • Peter J. Funk, Dave Robertson
    Pages 211-225

  18. A maintenance approach to case based reasoning

    • Byeong Ho Kang, P. Compton
    Pages 226-239

  19. Case-based evaluation in computer chess

    • Yaakov Kerner
    Pages 240-254

  20. Design of a case-based reasoning system applied to neuropathy diagnosis

    • Maria Malek, Vincent Rialle
    Pages 255-265
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Keywords

About this book

This book presents a selection of revised refereed papers taken from the contributions to the Second European Workshop on Case-Based Reasoning, EWCBR-94, held at the Abbaye de Royaumont near Paris in November 1994. The 22 papers included were chosen from a total of 60 submissions. The important evolution by experienced artificial intelligence during the last few years has been essentially influenced by case-based reasoning, particularly by the area of knowledge-based decision support. This book documents the progress achieved in CBR methods and tools during the very recent past. It also outlines the substantial success achieved in the applications domain, especially in the fields of architecture and computer-aided design, task planning, chemical synthesis, maintenance and diagnosis, and law.

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