Fuzzy Sets in Approximate Reasoning and Information Systems: 5 - Brossura

 
9781461373902: Fuzzy Sets in Approximate Reasoning and Information Systems: 5
Brossura
ISBN 10: 1461373905 ISBN 13: 9781461373902
Casa editrice: Springer, 2012

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Contenuti

Series Foreword. Contributing Authors. Introduction. Part I: Reasoning. 1. Fuzzy Sets and Possibility Theory in Approximate and Plausible Reasoning; B. Bouchon-Meunier, et al. 2. Weighted Inference Systems; V. Novak. 3. Closure Operators in Fuzzy set Theory; L. Biacino, G. Gerla. Part II: Learning and Fusion. 4. Learning Fuzzy Decision Rules; B. Bouchon-Meunier, C. Marsala. 5. Neuro-Fuzzy Methods in Fuzzy Rule Generation; D. Nauck, R. Kruse. 6. Merging Fuzzy Information; D. Dubois, et al. Part III: Fuzzy Information Systems. 7. Fuzzy Databases; P. Bosc, et al. 8. Fuzzy Set Techniques in Information Retrieval; D.H. Kraft, et al. Summary. References

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
Springer
Data di pubblicazione
2012
Lingua
Inglese
ISBN 10 
1461373905
ISBN 13 
9781461373902
Rilegatura
Copertina flessibile
Numero di pagine
536
Redattore
Bezdek J.C., Dubois Didier, Prade Henri
Contatto del produttore
ProductSafety@springernature.com
ProductSafety@springernature.com

Poststr. 9
Darmstadt
64293
Germania

Altre edizioni note dello stesso titolo

9780792385844: Fuzzy Sets in Approximate Reasoning and Information Systems: 5

Edizione in evidenza

ISBN 10:  0792385845 ISBN 13:  9780792385844
Casa editrice: Springer-Verlag GmbH, 1999
Rilegato