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Topics in Case-Based Reasoning

First European Workshop, EWCBR-93, Kaiserslautern, Germany, November 1-5, 1993. Selected Papers

  • Conference proceedings
  • © 1994

Overview

Editors:
  1. Stefan Wess
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  2. Klaus-Dieter Althoff
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  3. Michael M. Richter
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 837)

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

Included in the following conference series:

Conference proceedings info: EWCBR 1993.

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Table of contents (36 papers)

  1. Front Matter

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  2. Understanding creativity: A case-based approach

    • Janet L. Kolodner
    Pages 1-20

  3. Analogical asides on case-based reasoning

    • Mark T. Keane
    Pages 21-32

  4. PRODILOGY/ANALOGY: Analogical reasoning in general problem solving

    • Manuela M. Veloso
    Pages 33-50

  5. A knowledge level model of knowledge-based reasoning

    • Eva Armengol, Enric Plaza
    Pages 51-64

  6. Learning prediction of time series. A theoretical and empirical comparison of CBR with some other approaches

    • Gholamreza Nakhaeizadeh
    Pages 65-76

  7. Case-based and symbolic classification

    • Stefan Wess, Christoph Globig
    Pages 77-91

  8. A Similarity metric for retrieval of cases imperfectly explained

    • Carlos Bento, Ernesto Costa
    Pages 92-105

  9. Similarity measures for structured representations

    • H. Bunke, B. T. Messmer
    Pages 106-118

  10. A rule-based similarity measure

    • Michèle Sebag, Marc Schoenauer
    Pages 119-131

  11. An underlying memory model to support case retrieval

    • Mike G. Brown
    Pages 132-143

  12. Massively parallel case-based reasoning with probabilistic similarity metrics

    • Petri Myllymäki, Henry Tirri
    Pages 144-154

  13. Similarity evaluation between observed behaviours for the prediction of processes

    • Sophie Rougegrez
    Pages 155-166

  14. Using k-d trees to improve the retrieval step in case-based reasoning

    • Stefan Wess, Klaus-Dieter Althoff, Guido Derwand
    Pages 167-181

  15. Explanation-based similarity: A unifying approach for integrating domain knowledge into case-based reasoning for diagnosis and planning tasks

    • Ralph Bergmann, Gerd Pews, Wolfgang Wilke
    Pages 182-196

  16. Structural similarity as guidance in case-based design

    • Katy Börner
    Pages 197-208

  17. Retrieving adaptable cases

    • Barry Smyth, Mark T. Keane
    Pages 209-220

  18. Adaptation through interpolation for time-critical case-based reasoning

    • N. Chatterjee, J. A. Campbell
    Pages 221-233

  19. Knowledge engineering requirements in derivational analogy

    • Pádraig Cunningham, Donal Finn, Seán Slattery
    Pages 234-245

  20. Incorporating (Re)-interpretation in case-based reasoning

    • Scott O'Hara, Bipin Indurkhya
    Pages 246-260
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Keywords

About this book

This volume presents the 36 full refereed papers selected from the presentations at the First European Workshop on Case-Based Reasoning, held at Kaiserslautern, Germany in November 1993.
Case-based reasoning (CBR) has recently attracted much interest among AI researchers: it supports knowledge acquisition and problem solving, and it is related to machine learning, analogical reasoning, cognitive modeling, similarity, and information retrieval. EWCBR is now established as the prime European forum for CBR research. This volume reflects the importance of this dynamic area of research through essential contributions to all aspects of CBR research and advanced applications.

Bibliographic Information

  • Book Title: Topics in Case-Based Reasoning

  • Book Subtitle: First European Workshop, EWCBR-93, Kaiserslautern, Germany, November 1-5, 1993. Selected Papers

  • Editors: Stefan Wess, Klaus-Dieter Althoff, Michael M. Richter

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/3-540-58330-0

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer-Verlag Berlin Heidelberg 1994

  • Softcover ISBN: 978-3-540-58330-1Published: 26 August 1994

  • eBook ISBN: 978-3-540-48655-8Published: 06 July 2005

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XIX, 476

  • Topics: Artificial Intelligence, IT in Business, Operations Research/Decision Theory

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