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Nonlinear Integrals And Their Applications In Data Mining

Name: Nonlinear Integrals And Their Applications In Data Mining
Brand: World Scientific Publishing Co Pte Ltd
SKU: 05069157
Price: 140.89 EUR
Availability: InStock
Author: Zhenyuan Wang
ISBN: 9789812814678

Zhenyuan Wang

Rong Yang

Kwong Sak Leung

Language

English

Book Hardback

Libristo code: 05069157

Publishers World Scientific Publishing Co Pte Ltd, April 2009

Regarding the set of all feature attributes in a given database as the universal set, this monograph... Full description

Libristo code: 05069157

345 b

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Regarding the set of all feature attributes in a given database as the universal set, this monograph discusses various nonadditive set functions that describe the interaction among the contributions from feature attributes towards a considered target attribute. Then, the relevant nonlinear integrals are investigated. These integrals can be applied as aggregation tools in information fusion and data mining, such as synthetic evaluation, nonlinear multiregressions, and nonlinear classifications. Some methods of fuzzification are also introduced for nonlinear integrals such that fuzzy data can be treated and fuzzy information is retrievable. The book is suitable as a text for graduate courses in mathematics, computer science, and information science. It is also useful to researchers in the relevant area.

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About the book

Full name Nonlinear Integrals And Their Applications In Data Mining

Author Zhenyuan Wang, Rong Yang, Kwong Sak Leung

Language

English

Binding Book - Hardback

Date of issue 2009

Number of pages 360

EAN 9789812814678

ISBN 9812814671

Libristo code 05069157

Publishers World Scientific Publishing Co Pte Ltd

Weight 650

Dimensions 159 x 232 x 26

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