| Description |
1 online resource (viii, 306 pages) : illustrations |
| Series |
Lecture notes in computer science ; 984. Lecture notes in artificial intelligence |
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Lecture notes in computer science ; 984.
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Lecture notes in computer science. Lecture notes in artificial intelligence
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| Contents |
Integrating induction in a case-based reasoner / Eva Armengol, Enric Plaza -- Integrating induction and case-based reasoning : methodological approach and first evaluations / Eric Auriol [and others] -- Experimental study of an evaluation function for cases imperfectly explained / Carlos Bento [and others] -- Reasoning with cases imperfectly described and explained / Carlos Bento, Luís Macedo, Ernesto Costa -- Interacting learning-goals : treating learning as a planning task / Michael T. Cox, Ashwin Ram -- On the limitations of memory based reasoning / Pádraig Cunningham, Barry Smyth, Tony Veale -- A criterion of comparison between two case bases / Jean Lieber -- An average predictive accuracy of the nearest neighbor classifier / Seishi Okamoto, Ken Satoh -- Case-based reasoning for multi-step problems and its integration with heuristic search / Christian Reiser, Hermann Kaindl -- Qualitative models as a basis for case indices / Bradley L. Richards -- Using Gestalten to retrieve cases / Jörg Walter Schaaf, Michael Nowak, Angi Voss -- A comparison of incremental case-based reasoning and inductive learning / Barry Smyth, Pádraig Cunningham -- Examples and remindings in a case-based help system / Gerhard Weber -- ACBR knowledge representation for practical ethics / Kevin D. Ashley, Bruce M. McLaren -- Case-based spatial design reasoning / Bharat Dave [and others] -- Case-based support for the design of dynamic system requirements / Peter J. Funk, Dave Robertson -- A maintenance approach to case-based reasoning / Byeong Ho Kang, Paul Compton -- Case-based evaluation in computer chess / Yaakov Kerner -- Design of a case-based reasoning system applied to neuropathy diagnosis / Maria Malek, Vincent Rialle -- Controlling a nonlinear hierarchical planner using case replay / Héctor Muñoz, Jürgen Paulokat, Stefan Wess -- A classification system for credit card transactions / Eliseo B. Reategui, John A. Campbell -- Use of case-based reasoning in the domain of building regulations / Soon-Ae Yang, Dave Robertson, John Lee |
| Summary |
This book presents a selection of revised refereed papers taken from the contributions to the Second European Workshop on Case-Based Reasoning, EWCBR-94, held at the Abbaye de Royaumont near Paris in November 1994. The 22 papers included were chosen from a total of 60 submissions. The important evolution by experienced artificial intelligence during the last few years has been essentially influenced by case-based reasoning, particularly by the area of knowledge-based decision support. This book documents the progress achieved in CBR methods and tools during the very recent past. It also outlines the substantial success achieved in the applications domain, especially in the fields of architecture and computer-aided design, task planning, chemical synthesis, maintenance and diagnosis, and law |
| Bibliography |
Includes bibliographical references |
| Notes |
Print version record |
| Subject |
Expert systems (Computer science) -- Congresses
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Expert systems (Computer science)
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| Genre/Form |
Conference papers and proceedings
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| Form |
Electronic book
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| Author |
Haton, Jean-Paul, 1943-
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Keane, Mark T., 1961-
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Manago, Michel.
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| ISBN |
9783540450528 |
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3540450521 |
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3540603646 |
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9783540603641 |
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