Case-Based Reasoning Research and Development: 4th International Conference on Case-Based Reasoning, ICCBR 2001 Vancouver, BC, Canada, July 30 - August 2, 2001 Proceedings
David W. Aha, Ian Watson
Springer, Aug 24, 2001 - Expert systems (Computer science) - 758 pages
This book constitutes the refereed proceedings of the 4th International Conference on Case-Based Reasoning, ICCBR 2001, held in Vancouver, BC, Canada, in July/August 2001. The 36 revised full research papers and 14 revised full application papers presented together with 3 invited papers were carefully reviewed and selected from 81 submissions. The papers address all current foundational and theoretical aspects of case-based reasoning as well as advanced applications in a variety of fields.
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Table of Contents
A Challenging CBR Application
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abstract accuracy action agent algorithm approach Artificial Intelligence attribute Case-Based Reasoning case-based reasoning systems CBR applications CBR system CCBR classifiers collaborative filtering component Computer concept conflict graph context CRISP-DM data mining dataset decision tree defined described Description Logics diagnosis domain knowledge Engineering ensemble evaluation example experiments extraction feature terms Figure function fuzzy goal graph Greedy algorithm heuristic ICCBR indexing initial input INRECA instance Instance-Based Learning knowledge representation LNAI Machine Learning maintenance match metarules methods ModSAF N-gram node NPI set object optimal paper parameters performance phase planner prediction problem description Proceedings properties query question relevant representation represented retrieval reuse rules selection similarity measure SIROCCO solution specific Springer Springer-Verlag step strategy structure subset task task model techniques tool values variables weights Workshop