Könyv Nonlinear Integrals And Their Applications In Data Mining Zhenyuan Wang

Nonlinear Integrals And Their Applications In Data Mining

Nyelv: Angol
Kötés: Kemény kötésű
Elérhetőség: Beszállítói készleten
Küldés 9-15 napon belül
49 630 Ft
Regarding the set of all feature attributes in a given database as the universal set, this monograph...

Információk a könyvről

Nyelv
Angol
Kötés
Könyv - Kemény kötésű
Kiadva
2009
oldal
360
EAN
9789812814678
ISBN
9812814671
Enbook ID
05069157
Súly
650
Méretek
159 x 232 x 26

Teljes leírás

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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