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: 126.6 EUR
Availability: InStock

Autor: Zhenyuan Wang, Rong Yang, Kwong Sak Leung

Jazyk:

Väzba: Pevná

Vydavateľ: World Scientific Publishing Co Pte Ltd

Dostupnosť: Skladom u dodávateľa

Odosielame za 9-15 dní

126.60 €

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

Informácie o knihe

Autor

Zhenyuan Wang, Rong Yang, Kwong Sak Leung

Jazyk

Angličtina

Väzba

Kniha - Pevná

Vydalo

2009

Stránok

360

EAN

9789812814678

ISBN

9812814671

Enbook ID

05069157

Vydavateľ

World Scientific Publishing Co Pte Ltd

Hmotnosť

650

Rozmery

159 x 232 x 26

Kompletný popis

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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Nonlinear Integrals And Their Applications In Data Mining

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