Nonlinear Integrals And Their Applications In Data Mining: 24 - Brossura

Wang, Zhenyuan; Yang, Rong; Leung, Kwong-Sak

 
9789812814678: Nonlinear Integrals And Their Applications In Data Mining: 24
Brossura
ISBN 10: 9812814671 ISBN 13: 9789812814678
Casa editrice: World Scientific Pub Co Inc, 2010

Sinossi

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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Editore
World Scientific Pub Co Inc
Data di pubblicazione
2010
Lingua
Inglese
ISBN 10 
9812814671
ISBN 13 
9789812814678
Rilegatura
Copertina flessibile
Numero di pagine
340
Contatto del produttore
non disponibile
Persona responsabile
non disponibile