Case-Based Reasoning Integrations
Papers from the AAAI Workshop
David Aha and Jody J. Daniels, Program Cochairs
Technical Report WS-98-15
Published by The AAAI Press, Menlo Park, California
This technical report is also available in book and CD format.
Please Note: Abstracts are linked to individual titles, and will appear in a separate browser window. Full-text versions of the papers are linked to the abstract text. Access to full text may be restricted to AAAI members. PDF file sizes may be large!
Contents
Preface / iv
David W. Aha and Jody J. Daniels
Integrating Bayesian Networks into Knowledge-Intensive CBR / 1
Agnar Aamodt and Helge Langseth
Supporting Conversational Case-Based Reasoning in an Integrated Reasoning Framework / 7
David W. Aha, Leonard A. Breslow, and Tucker Maney
Integrating Background Musical Knowledge in a CBR System for Generating Expressive Musical Performances / 12
Josep-Lluis Arcos, Ramon Lopez de Mantaras, and Xavier Serra
The Twofold Integration of CBR in Decision Support Systems / 17
Paolo Avesani, Anna Perini, and Francesco Ricci
Integrating Case-Based Reasoning, Rule-Based Reasoning and Intelligent Information Retrieval for Medical Problem-Solving / 22
Isabelle Bichindaritz, Emin Kansu, and Keith M. Sullivan
Two Paradigms of Complementary CBR Integrations / 28
L. Karl Branting
Case-Match Reduction Through the Integration of Rule-based and Case-based Reasoning Procedures / 33
Huei-Pi (Ruby) Chen and Larry Wilkinson
Integrating CBR and Heuristic Search to Solve Complex Real-Time Scheduling Problems / 39
Juan Manuel Adan Coello and Ronaldo Camilo dos Santos
Hybrid Planning: An Approach to Integrating Generative and Case-Based Planning / 45
Marie desJardins, Anthony Francis, and Michael Wolverton
Retrieval of Cases by Using a Bayesian Network / 50
Torgeir Dingsoyr
Fixture-Driven Hybrid Process Planning / 55
Alexei Elinson and Dana Nau
Case-Based Seeding for an Interactive Crisis Response Assistant / 61
Melinda T. Gervasio, Wayne Iba, Pat Langley
Integration of Case-Based and Image-Based Reasoning / 67
Janice Glasgow, Igor Jurisica
CBR in the Pipeline / 75
Marc Goodman
Integrating CBR Components within a Case-Based Planner / 80
David B. Leake and Andrew Kinley
Neural Network Support in a Hybrid Case-Based Forecasting System / 85
B. Lees, J. Corchado
Integrated Diagnostic System (IDS) for Aircraft Fleet Maintenance / 91
Michael Lehane, Francois Dube, Michael Halasz, Robert Orchard, Rob Wylie, and Marvin Zaluski
CBR as a Framework for Design: Augmenting CBR with other AI Techniques / 96
Mary Lou Maher
Integrating CBR and RBR for Nutritional Menu Design / 102
Cynthia Marling, Grace Petot, and Leon Sterling
A Hybrid Reasoning System for Conceptual Design / 108
B. D. Netten
A CBR Dominant Multi Strategy Design: Getting the Most from Intelligent Systems / 114
A. Sunny Ochi-Okorie
Managing Episodes, Cases, Concepts, and Rules--An Integration Approach for Medical Problem Solving / 120
Wolfgang Oertel, Uwe Petersohn
On the Automation of Case Base Development from Large Databases / 126
D. Patterson, W. Dubitzky, S. S. Anand, and J. G. Hughes
Distributed Case-based Learning / 131
M. V. Nagendra Prasad
A CBR Integration from Inception to Productization / 137
Lisa Purvis
AlterEgo E-Mail Filtering Agent - Using CBR as a Service / 143
Michael A. Redmond and Beth Adelson
A Proposal to Combine Probabilistic Reasoning with Case-Based Retrieval for Software Troubleshooting / 149
Akihiro Shinmori
CBR Support for CSP Modeling of InterOperability Testing / 155
Mohammed H. Sqalli, and Eugene C. Freuder
Planning in Manufacturing Domains Controlled by Case-Based Reasoning / 161
Jozsef Vancza
Interchangeability for Case Adaptation in Configuration Problems / 166
Rainer Weigel, Boi V. Faltings, and Marc Torrens
CBR for Dynamic Situation Assessment in an Agent-Oriented Setting / 172
Jan Wendler and Mario Lenz
Author Index / 177
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