Larisa Angstenberger

(Author)

Dynamic Fuzzy Pattern Recognition with Applications to Finance and Engineering (2001)Hardcover - 2001, 31 October 2001

Dynamic Fuzzy Pattern Recognition with Applications to Finance and Engineering (2001)
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Part of Series
International Intelligent Technologies
Part of Series
International Series in Intelligent Technologies
Print Length
288 pages
Language
English
Publisher
Springer
Date Published
31 Oct 2001
ISBN-10
0792375033
ISBN-13
9780792375036

Description

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.

Product Details

Author:
Larisa Angstenberger
Book Edition:
2001
Book Format:
Hardcover
Country of Origin:
US
Date Published:
31 October 2001
Dimensions:
23.39 x 15.6 x 1.91 cm
ISBN-10:
0792375033
ISBN-13:
9780792375036
Language:
English
Location:
Dordrecht
Pages:
288
Publisher:
Weight:
616.89 gm

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