Advances in Case-Based Reasoning

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

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.

• Evolution
• artificial intelligence
• case-based reasoning
• classification
• computer chess
• ethics
• intelligence
• knowledge
• knowledge representation
• learning

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