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Catalogue Information
Field name	Details
Dewey Class	511.3
Title	Fuzzy Sets in Approximate Reasoning and Information Systems ([EBook] /) / edited by James C. Bezdek, Didier Dubois, Henri Prade.
Added Personal Name	Bezdek, James C. editor.
	Dubois, Didier editor.
	Prade, Henri editor.
Other name(s)	SpringerLink (Online service)
Publication	Boston, MA : : Springer US : : Imprint: Springer, , 1999.
Physical Details	XV, 514 p. : online resource.
Series	The Handbooks of Fuzzy Sets Series 1388-4352 ; ; 5
ISBN	9781461552437
Summary Note	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.:
Contents note	1 Fuzzy Sets and Possibility Theory in Approximate and Plausible Reasoning -- 2 Weighted Inference Systems -- 3 Closure Operators in Fuzzy set Theory -- 4 Learning Fuzzy Decision Rules -- 5 Neuro-Fuzzy Methods in Fuzzy Rule Generation -- 6 Merging Fuzzy Information -- 7 Fuzzy Databases -- 8 Fuzzy Set Techniques in Information Retrieval.
System details note	Online access to this digital book is restricted to subscription institutions through IP address (only for SISSA internal users)
Internet Site	http://dx.doi.org/10.1007/978-1-4615-5243-7
Links to Related Works	Subject References: Artificial intelligence . Artificial Intelligence (incl. Robotics) . Computer Science . Data structures (Computer science) . Data Structures, Cryptology and Information Theory . Management information systems . Management of Computing and Information Systems . Mathematical logic . Mathematical Logic and Foundations . Mathematics . Authors: Bezdek, James C. . Dubois, Didier . Prade, Henri . Corporate Authors: SpringerLink (Online service) . Series: The Handbooks of Fuzzy Sets Series . Classification: 511.3 .

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Fuzzy Sets in Approximate Reasoning and Information Systems

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