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Advances in case-based reasoning second European workshop, EWCBR-94 Chantilly, France, November 7-10, 1994 selected paper

By: Material type: TextTextSeries: Lecture notes in artificial intelligence ; 984Publication details: Berlin Springer 1995Description: viii,306pISBN:
  • 9783540603646
Subject(s):
DDC classification:
  • 006.3 HAT
Contents:
CONTENTS Part I: Methods and Tools Integrating Induction in a Case-Based Reasoner 3 Eva Armengol, Enric Plaza Integrating Induction and Case-Based Reasoning: Methodological Approach and First Evaluations 18 Eric Auriol, Michel Manago, Klaus-Dieter Althoff, Stefan Wess, Stefan Dittrich Experimental Study of an Evaluation Function for Cases Imperfectly Explained 33 Carlos Bento, Jose" Exposto, Victor Francisco, Ernesto Costa Reasoning with Cases Imperfectly Described and Explained 45 Carlos Bento, Luis Macedo, Ernesto Costa Interacting Learning-Goals: Treating Learning as a Planning Task ...60 Michael T. Cox, Ashwin Ram On the Limitations of Memory Based Reasoning 75 Pddraig Cunningham, Barry Smyth, Tony Veale A Criterion of Comparison Between two Case Bases 87 Jean Lieber An Average Predictive Accuracy of the Nearest Neighbor Classifier 101 Seishi Okanwto, Ken Saloh Case-Based Reasoning for Multi-Step Problems and Its Integration with Heuristic Search ...113 Christian Reiser, Hermann Kaindl Qualitative Models as a Basis for Case Indices ...126 Bradley L. Richards Using Gestalten to Retrieve Cases 136 Jorg Walter Schaaf, Michael Nowak, Angi Vofi A Comparison of Incremental Case-Based Reasoning and Inductive Learning 151 Barry Smyth, Pddraig Cunningham Examples and Remindings in a Case-Based Help System 165 Gerluvd Weber Part II: Applications A CBR Knowledge Representation for Practical Ethics Kevin D. Ashley, Bruce M. McLaren Case-Based Spatial Design Reasoning 198 Bharat Dave, Gerhard Schmitt, Shen-Guan Shih, Laurent Bendel, Boi Faltings, Ian Smith, Kefeng Hua, Simon Bailey, Jean-Marc Ducret, Kim Jent Case-Based Support for the Design of Dynamic System Requirements 211 Peter J. Funk, Dave Robertson A Maintenance Approach to Case-Based Reasoning 223 Byeong Ho Kang, Paul Compton Case-Based Evaluation in Computer Chess 240 Yaakov Kerner Design of a Case-Based Reasoning System Applied to Neuropathy Diagnosis 255 Maria Malek, Vincent Rialle Controlling a Nonlinear Hierarchical Planner Using Case Replay 266 Hictor MuAoz, Jiirgen Paulokat, Stefan Wess A Classification System for Credit Card Transactions 280 Eliseo B. Reategui, John A. Campbell Use of Case-Based Reasoning in the Domain of Building Regulations 292 Soon-Ae Yang, Dave Robertson, John Lee List of Authors 307
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Book CEPT Library BK 006.3 Available 015567
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CONTENTS
Part I: Methods and Tools
Integrating Induction in a Case-Based Reasoner 3
Eva Armengol, Enric Plaza
Integrating Induction and Case-Based Reasoning: Methodological Approach
and First Evaluations 18
Eric Auriol, Michel Manago, Klaus-Dieter Althoff, Stefan Wess, Stefan Dittrich
Experimental Study of an Evaluation Function for Cases Imperfectly Explained 33
Carlos Bento, Jose" Exposto, Victor Francisco, Ernesto Costa
Reasoning with Cases Imperfectly Described and Explained 45
Carlos Bento, Luis Macedo, Ernesto Costa
Interacting Learning-Goals: Treating Learning as a Planning Task ...60
Michael T. Cox, Ashwin Ram
On the Limitations of Memory Based Reasoning 75
Pddraig Cunningham, Barry Smyth, Tony Veale
A Criterion of Comparison Between two Case Bases 87
Jean Lieber
An Average Predictive Accuracy of the Nearest Neighbor Classifier 101
Seishi Okanwto, Ken Saloh
Case-Based Reasoning for Multi-Step Problems and Its Integration
with Heuristic Search ...113
Christian Reiser, Hermann Kaindl
Qualitative Models as a Basis for Case Indices ...126
Bradley L. Richards
Using Gestalten to Retrieve Cases 136
Jorg Walter Schaaf, Michael Nowak, Angi Vofi
A Comparison of Incremental Case-Based Reasoning and Inductive Learning 151
Barry Smyth, Pddraig Cunningham
Examples and Remindings in a Case-Based Help System 165
Gerluvd Weber
Part II: Applications
A CBR Knowledge Representation for Practical Ethics Kevin D. Ashley, Bruce M. McLaren
Case-Based Spatial Design Reasoning 198
Bharat Dave, Gerhard Schmitt, Shen-Guan Shih, Laurent Bendel, Boi Faltings, Ian Smith, Kefeng Hua, Simon Bailey, Jean-Marc Ducret, Kim Jent
Case-Based Support for the Design of Dynamic System Requirements 211
Peter J. Funk, Dave Robertson
A Maintenance Approach to Case-Based Reasoning 223
Byeong Ho Kang, Paul Compton
Case-Based Evaluation in Computer Chess 240
Yaakov Kerner
Design of a Case-Based Reasoning System Applied to Neuropathy Diagnosis 255
Maria Malek, Vincent Rialle
Controlling a Nonlinear Hierarchical Planner Using Case Replay 266
Hictor MuAoz, Jiirgen Paulokat, Stefan Wess
A Classification System for Credit Card Transactions 280
Eliseo B. Reategui, John A. Campbell
Use of Case-Based Reasoning in the Domain of Building Regulations 292
Soon-Ae Yang, Dave Robertson, John Lee
List of Authors 307

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