Fuzzy Clustering Models and Applications: 9 - Brossura

Sato, Mika; Sato, Yoshiharu; Jain, L. C.

Brossura

ISBN 10: 3790810266 ISBN 13: 9783790810264

Casa editrice: Physica Verlag, 1997

Riassunto

This book presents our most recent research on fuzzy clustering models and applications. These models represent new methods in the field of cluster analysis which are based on common properties between objects to be clustered. We present asymmetric aggregation operators as a new concept for representing asymmetric relationship between objects. Asymmetric aggregation operators are proposed in order to obtain clusters in which objects are not only similar to each other but are also asymetrically related. Implementation of clustering model by using neural networks is also presented. A number of examples are presented to demonstrate the proposed new techniques. This book will prove useful to the researchers, scientists, engineers and postgraduate students in all the areas including science, engineering and business.

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Contenuti

Contents: Introduction to Fuzzy Clustering.- Fuzzy Clustering for 3-way Data.- Additive Clustering Models.- General Fuzzy Clustering Model Using Aggregation Operators.- Fuzzy Clustering for Asymmetric Similarity.

Dettagli dell?edizione

• Editore: Physica Verlag
• Data di pubblicazione: 1997
• Lingua: Inglese
• ISBN 10: 3790810266
• ISBN 13: 9783790810264
• Rilegatura: Copertina flessibile
• Numero edizione: 1
• Numero di pagine: 122
• Contatto del produttore: {language_tag:it_IT,value:"Springer Nature Customer Service Center GmbH; ProductSafety@springernature.com"}