Advances in Case-Based Reasoning

Third European Workshop, EWCBR-96, Lausanne, Switzerland, November 14 - 16, 1996, Proceedings

By: Ian Smith (Editor), Boi Faltings (Editor)

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Paperback | 23 October 1996

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This book constitutes the refereed proceedings of the Third European Workshop on Case-Based Reasoning, EWCBR-96, held in Lausanne, Switzerland, in November 1996.
Case-based reasoning is an appealing technique for dealing with the knowledge acquisition bottleneck in computer applications; solutions to new problems are found by adapting similar experience from the past, called cases. The 38 revised full papers presented were carefully selected from a broad variety of submissions after a thorough refereeing process. The volume refleats the state of the art in case-based reasoning research and applications.

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Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Expert Systems & Knowledge-Based Systems

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Non-Fiction Computing & I.T.Computer Science Artificial Intelligence Expert Systems & Knowledge-Based Systems

How Different Is Different? Arguing About the Significance of Similarities and Differences	p. 1
Towards CBR for Bioprocess Planning	p. 16
On the Role of Abstraction in Case-Based Reasoning	p. 28
ISAC: A CBR System for Decision Support in Air Traffic Control	p. 44
Structural Similarity and Adaptation	p. 58
Justification Structures for Document Reuse	p. 76
Adaptation Guided Retrieval in EBMT: A Case-Based Approach to Machine Translation	p. 91
Dynamically Creating Indices for Two Million Cases: A Real World Problem	p. 105
Case Memory and the Behaviouristic Model of Concepts and Cognition	p. 120
Supporting Object Reuse Through Case-Based Reasoning	p. 135
Meta-Cases: Explaining Case-Based Reasoning	p. 150
A Two Layer Case-Based Reasoning Architecture for Medical Image Understanding	p. 164
Learning Adaptation Rules From a Case-Base	p. 179
An Evolutionary Agent Model of Case-Based Classification	p. 193
Using Description Logics for Knowledge Intensive Case-Based Reasoning	p. 204
Applying Case Retrieval Nets to Diagnostic Tasks in Technical Domains	p. 219
Plans as Structured Networks of Hierarchically and Temporally Related Case Pieces	p. 234
The Transfer Problem in Analogical Reuse	p. 249
A Case-Based System for Adaptive Hypermedia Navigation	p. 266
Feature Weighting by Explaining Case-Based Planning Episodes	p. 280
Classification-Based Problem-Solving in Case-Based Reasoning	p. 295
A Case Base Similarity Framework	p. 309
On the Importance of Similitude: An Entropy-Based Assessment	p. 324
Case-Enhanced Configuration by Resource Balancing	p. 339
Adaptation Cost as a Criterion for Solution Evaluation	p. 354
Fish and Shrink. A Next Step Towards Efficient Case Retrieval in Large-Scale Case Bases	p. 362
Abstractions of Data and Time for Multiparametric Time Course Prognoses	p. 377
The Utility Problem Analysed: A Case-Based Reasoning Perspective	p. 392
REPRO: Supporting Flowsheet Design by Case-Base Retrieval	p. 400
A Bayesian Framework for Case-Based Reasoning	p. 413
Principles of Case Reusing Systems	p. 428
Using Typicality Theory to Select the Best Match	p. 445
Considering Decision Cost During Learning of Feature Weights	p. 460
Case-Based Problem Solving Methods for Parametric Design Tasks	p. 473
Corporate Knowledge Management for the Millennium	p. 487
Case-Based Reasoning Techniques Applied to Operation Experience Feedback in Nuclear Power Plants	p. 497
Troubleshooting CFM 56-3 Engines for the Boeing 737 - Using CBR and Data-Mining	p. 512
Global Case-Base Development and Deployment	p. 519
Author Index	p. 531
Table of Contents provided by Blackwell. All Rights Reserved.

Advances in Case-Based Reasoning

Third European Workshop, EWCBR-96, Lausanne, Switzerland, November 14 - 16, 1996, Proceedings

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