Dynamic Fuzzy Pattern Recognition with Applications to Finance and Engineering (International Series in Intelligent Technologies, 17, Band 17) - Hardcover

Angstenberger, Larisa

 
9780792375036: Dynamic Fuzzy Pattern Recognition with Applications to Finance and Engineering (International Series in Intelligent Technologies, 17, Band 17)
Hardcover
ISBN 10: 0792375033 ISBN 13: 9780792375036
Verlag: Springer, 2001

Inhaltsangabe

Dynamic Fuzzy Pattern Recognition with Applications to Finance and Engineering focuses on fuzzy clustering methods which have proven to be very powerful in pattern recognition and considers the entire process of dynamic pattern recognition. This book sets a general framework for Dynamic Pattern Recognition, describing in detail the monitoring process using fuzzy tools and the adaptation process in which the classifiers have to be adapted, using the observations of the dynamic process. It then focuses on the problem of a changing cluster structure (new clusters, merging of clusters, splitting of clusters and the detection of gradual changes in the cluster structure). Finally, the book integrates these parts into a complete algorithm for dynamic fuzzy classifier design and classification.

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Verlag
Springer
Erscheinungsdatum
2001
Sprache
Englisch
ISBN 10 
0792375033
ISBN 13 
9780792375036
Einband
Gebundene Ausgabe
Anzahl der Seiten
310
Kontakt zum Hersteller
Springer-Verlag GmbH
customerservice@springernature.com

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Heidelberg
Baden-Württemberg
69121
Deutschland

Weitere beliebte Ausgaben desselben Titels

9789048157754: Dynamic Fuzzy Pattern Recognition with Applications to Finance and Engineering (International Series in Intelligent Technologies, Band 17)

Vorgestellte Ausgabe

ISBN 10:  9048157757 ISBN 13:  9789048157754
Verlag: Springer, 2010
Softcover