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Published: 23rd October 2012Reasoning with Complex Cases emphasizes case retrieval methods based on structured cases as they are relevant for planning, configuration, and design, and provides a systematic view of the case reuse phase, centering on complex situations. So far, books on case-based reasoning considered comparatively simple situations only. This book is a coherent work, not a selection of separate contributions, and consists largely of original research results using examples taken from industrial design, biology, medicine, jurisprudence and other areas. Reasoning with Complex Cases is suitable as a secondary text for graduate-level courses on case-based reasoning and as a reference for practitioners applying conventional CBR systems or techniques.
| Preface | |
| Reasoning with Cases | p. 1 |
| Introduction | p. 3 |
| Reasoning with Complex Cases | p. 11 |
| The Fabel Domain for Illustration | p. 27 |
| Case Retrieval | p. 37 |
| Case Similarities | p. 39 |
| Similarities Between Attributes | p. 43 |
| Restricted Geometric Relationships | p. 65 |
| Graphs | p. 75 |
| Semantic Nets | p. 83 |
| Model-Based Similarities | p. 87 |
| Enhancing the Quality of Retrieval Methods | p. 93 |
| Conclusions and Perspectives | p. 103 |
| Case Reuse | p. 111 |
| Reusing Cases | p. 113 |
| Reuse of a Single Case: Adaptation | p. 131 |
| Reuse of Multiple Cases: Strategies | p. 153 |
| Source Cases - The Third Factor | p. 163 |
| Conclusions and Perspectives | p. 171 |
| An Integrated System | p. 177 |
| Designing Integrated CBR Systems | p. 179 |
| Software Architecture | p. 195 |
| Scenario of Application | p. 213 |
| References | p. 227 |
| Index | p. 241 |
| Table of Contents provided by Blackwell. All Rights Reserved. |
ISBN: 9780792398820
ISBN-10: 0792398823
Series: KLUWER INTERNATIONAL SERIES IN ENGINEERING AND COMPUTER SCIENCE
Audience:
Professional
Format:
Hardcover
Language:
English
Number Of Pages: 250
Published: 31st March 1997
Publisher: Springer
Country of Publication: NL
Dimensions (cm): 24.77 x 16.51
x 1.91
Weight (kg): 0.61
