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Case-Based Reasoning Research and Development : Second International Conference on Case-Based Reasoning, Iccbr-97 Providence, Ri, Usa, July 25-27, 1997 Proceedings - David B. Leake

Case-Based Reasoning Research and Development

Second International Conference on Case-Based Reasoning, Iccbr-97 Providence, Ri, Usa, July 25-27, 1997 Proceedings

By: David B. Leake (Editor), Enric Plaza (Editor)

Paperback Published: 9th July 1997
ISBN: 9783540632337
Number Of Pages: 654

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This book constitutes the refereed proceedings of the Second International Conference on Case-Based Reasoning, ICCBR-97, held in Providence, RI, USA, in July 1997.
The volume presents 39 revised full scientific papers selected from a total of 102 submissions; also included are 20 revised application papers. Among the topics covered are representation and formalization, indexing and retrieval, adaptation, learning, integrated approaches, creative reasoning, CBR and uncertainty. This collection of papers is a comprehensive documentation of the state of the art in CBR research and development.

Case-Based Reasoning in Color Matchingp. 1
Estimating Software Development Effort with Case-Based Reasoningp. 13
Applying Case-Based Reasoning to Automated Deductionp. 23
A Case-Based Approach for Elaboration of Design Requirementsp. 33
Case-Based Reasoning in an Ultrasonic Rail-Inspection Systemp. 43
CBR in a Changing Environmentp. 53
Case-Based Reasoning for Information System Designp. 63
Applying Memory-Based Learning to Indexing of Reference Ships for Case-Based Conceptual Ship Designp. 74
CBR for Document Retrieval - The FALLQ Projectp. 84
Combining Medical Records with Case-Based Reasoning in a Mixed Paradigm Design - TROPIX Architecture and Implementationp. 94
Ocram-CBR: A Shell for Case-Based Educational Systemsp. 104
From Troubleshooting to Process Design: Closing the Manufacturing Loopp. 114
ForMAT and Parka: A Technology Integration Experiment and Beyondp. 122
Encouraging Self-Explanation through Case-Based Tutoring, A Case Studyp. 132
Lessons Learned from Deployed CBR Systems and Design Decisions Made in Building a Commercial CBR Toolp. 144
Using Case-Based Reasoning for Reusing Software Knowledgep. 156
New Technology Bliss and Pain in a Large Customer Service Centerp. 166
An Engineering Approach for Troubleshooting Case Basesp. 178
A Large Case-Based Reasoner for Legal Casesp. 190
A Scalable Approach for Question-Based Indexing of Encyclopedic Textsp. 200
An Explicit Representation of Reasoning Failuresp. 211
On the Admissibility of Concrete Domains for CBR Based on Description Logicsp. 223
Similarity Metrics: A Formal Unification of Cardinal and Non-cardinal Similarity Measuresp. 235
The Case for Graph-Structural Representationsp. 245
The Evaluation of a Hierarchical Case Representation Using Context Guided Retrievalp. 255
Refining Conversational Case Librariesp. 267
Perspectives: A Declarative Bias Mechanism for Case Retrievalp. 279
Using Introspective Learning to Improve Retrieval in CBR: A Case Study in Air Traffic Controlp. 291
Using Machine Learning for Assigning Indices to Textual Casesp. 303
How Case-Based Reasoning and Cooperative Query Answering Techniques Support RICAD?p. 315
What You Saw Is What You Want: Using Cases to Seed Information Retrievalp. 325
On the Relation between the Context of a Feature and the Domain Theory in Case-Based Planningp. 337
Theoretical Analysis of a Case Retrieval Method Based on Neighborhood of a New Problemp. 349
The Adaptation Knowledge Bottleneck: How to Ease it by Learning from Casesp. 359
A Case Study of Case-Based CBRp. 371
Solution-Relevant Abstractions Constrain Retrieval and Adaptationp. 383
Selecting Most Adaptable Diagnostic Solutions through Pivoting-Based Retrievalp. 393
Towards Improving Case Adaptability with a Genetic Algorithmp. 403
Merge Strategies for Multiple Case Plan Replayp. 413
Loose Coupling of Failure Explanation and Repair: Using Learning Goals to Sequence Learning Methodsp. 425
Using a Case-Base of Surfaces to Speed-Up Reinforcement Learningp. 435
PAC Analysis of a 'Similarity Learning' IBL Algorithmp. 445
Examining Locally Varying Weights for Nearest Neighbor Algorithmsp. 455
Case-Based Planning to Learnp. 467
A Utility-Based Approach to Learning in a Mixed Case-Based and Model-Based Reasoning Architecturep. 477
Qualitative Knowledge to Support Reasoning About Casesp. 489
Integrating Rule Induction and Case-Based Reasoning to Enhance Problem Solvingp. 499
Using Software Process Modeling for Building a Case-Based Reasoning Methodology: Basic Approach and Case Studyp. 509
Stratified Case-Based Reasoning in Non-refinable Abstraction Hierarchiesp. 519
Supporting Combined Human and Machine Planning: An Interface for Planning by Analogical Reasoningp. 531
Using Case-Based Reasoning for Argumentation with Multiple Viewpointsp. 541
Maintaining Unstructured Case Basesp. 553
An Analogical Theory of Creativity in Designp. 565
Experimental Study of a Similarity Metric for Retrieving Pieces from Structured Plan Cases: Its Role in the Originality of Plan Case Solutionsp. 575
Creative Design: Reasoning and Understandingp. 587
Fuzzy Modeling of Case-Based Reasoning and Decisionp. 599
Probabilistic Indexing for Case-Based Predictionp. 611
A Probabilistic Model for Case-Based Reasoningp. 623
Case-Based Reasoning, Fuzzy Systems Modeling and Solution Compositionp. 633
List of Presentationsp. 643
Author Indexp. 647
Table of Contents provided by Blackwell. All Rights Reserved.

ISBN: 9783540632337
ISBN-10: 3540632336
Series: Lecture Notes in Computer Science / Lecture Notes in Artific
Audience: General
Format: Paperback
Language: English
Number Of Pages: 654
Published: 9th July 1997
Publisher: Springer-Verlag Berlin and Heidelberg Gmbh & Co. Kg
Country of Publication: DE
Dimensions (cm): 23.39 x 15.6  x 3.4
Weight (kg): 0.92