Management of Knowledge Imperfection in Building Intelligent Systems (Studies in Fuzziness and Soft Computing, Band 227) - Softcover

Roventa, Eugene

 
9783642096136: Management of Knowledge Imperfection in Building Intelligent Systems (Studies in Fuzziness and Soft Computing, Band 227)
Softcover
ISBN 10: 3642096131 ISBN 13: 9783642096136
Verlag: Springer, 2010

Inhaltsangabe

This book is among the very few to be entirely dedicated to the treatment of knowledge imperfection when building intelligent systems. The authors are of the belief that an entire book should be focused on this important aspect of knowledge processing.

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Von der hinteren Coverseite

There are many good AI books. Usually they consecrate at most one or two chapters to the imprecision knowledge processing. This book is among the few books to be entirely dedicated to the treatment of knowledge imperfection when building intelligent systems. We consider that an entire book should be focused on this important aspect of knowledge processing. The expected audience for this book includes undergraduate students in computer science, IT&C, mathematics, business, medicine, etc., graduates, specialists and researchers in these fields. The subjects treated in the book include expert systems, knowledge representa-tion, reasoning under knowledge Imperfection (Probability Theory, Possibility Theory, Belief Theory, and Approximate Reasoning). Most of the examples discussed in details throughout the book are from the medical domain. Each chapter ends with a set of carefully pedagogically chosen exercises, which complete solution provided. Their understanding will trigger the comprehension of the theoretical notions, concepts and results.

Features of the book:
a) Comprehensive comparative approach to deal with most of the techniques of management of knowledge imperfection
b) Breakthrough fuzzy techniques approach for handling real word imprecision
c) Numerous examples throughout the book in the medical domain
d) Each chapter is followed by a set of detailed solved exercises.

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Verlag
Springer
Erscheinungsdatum
2010
Sprache
Englisch
ISBN 10 
3642096131
ISBN 13 
9783642096136
Einband
Taschenbuch
Anzahl der Seiten
268
Kontakt zum Hersteller
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Deutschland

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9783540774624: Management of Knowledge Imperfection in Building Intelligent Systems (Studies in Fuzziness and Soft Computing, 227, Band 227)

Vorgestellte Ausgabe

ISBN 10:  3540774629 ISBN 13:  9783540774624
Verlag: Springer, 2008
Hardcover