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Fuzzy Sets in Approximate Reasoning and Information Systems

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Description

Approximate reasoning is a key motivation in fuzzy sets and possibility theory. This volume provides a coherent view of this field, and its impact on database research and information retrieval. First, the semantic foundations of approximate reasoning are presented. Special emphasis is given to the representation of fuzzy rules and specialized types of approximate reasoning. Then syntactic aspects of approximate reasoning are surveyed and the algebraic underpinnings of fuzzy consequence relations are presented and explained. The second part of the book is devoted to inductive and neuro-fuzzy methods for learning fuzzy rules. It also contains new material on the application of possibility theory to data fusion. The last part of the book surveys the growing literature on fuzzy information systems. Each chapter contains extensive bibliographical material. Fuzzy Sets in Approximate Reasoning and Information Systems is a major source of information for research scholars and graduate students in computer science and artificial intelligence, interested in human information processing.
Release date NZ
November 21st, 2012
Audience
  • Professional & Vocational
Contributors
  • Edited by Didier Dubois
  • Edited by Henri Prade
  • Edited by J.C. Bezdek
Edition
Softcover reprint of the original 1st ed. 1999
Illustrations
XV, 514 p.
Pages
514
Dimensions
155x235x28
ISBN-13
9781461373902
Product ID
21702657

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