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: 9789812814678
Price: 723.42 RON
Availability: InStock

Autor: Zhenyuan Wang, Rong Yang, Kwong Sak Leung

Limbă:

Legare: Copertă tare

Editura: World Scientific Publishing Co Pte Ltd

Disponibilitate: În depozitul extern

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723.42 lei

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

Informații despre carte

Autor

Zhenyuan Wang, Rong Yang, Kwong Sak Leung

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2009

Pagini

360

EAN

9789812814678

ISBN

9812814671

Enbook ID

05069157

Editura

World Scientific Publishing Co Pte Ltd

Greutate

650

Dimensiuni

159 x 232 x 26

Descriere completă

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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