Dynamic Fuzzy Pattern Recognition with Applications to Finance and Engineering

Name: Dynamic Fuzzy Pattern Recognition with Applications to Finance and Engineering
Brand: Springer
SKU: 9789048157754
Price: 551.35 RON
Availability: InStock

Autor: Larisa Angstenberger

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Editura: Springer

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551.35 lei

Dynamic Fuzzy Pattern Recognition with Applications to Finance and Engineering focuses on fuzzy clus...

Informații despre carte

Autor

Larisa Angstenberger

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2010

Pagini

288

EAN

9789048157754

ISBN

9048157757

Enbook ID

01974301

Editura

Springer

Greutate

480

Dimensiuni

155 x 235 x 17

Descriere completă

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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Dynamic Fuzzy Pattern Recognition with Applications to Finance and Engineering

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