Nonlinear Integrals And Their Applications In Data Mining Hardback
by Zhenyuan (Univ Of Nebraska At Omaha, Usa) Wang, Rong (Shenzhen Univ, China) Yang, Kwong-sak (Chinese Univ Of Hong Kong, Hong Kong) Leung
Part of the Advances In Fuzzy Systems-applications And Theory series
Hardback
Description
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.
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:360 pages
- Publisher:World Scientific Publishing Co Pte Ltd
- Publication Date:10/06/2010
- Category:
- ISBN:9789812814678
Information
-
Available to Order - This title is available to order, with delivery expected within 2 weeks
- Format:Hardback
- Pages:360 pages
- Publisher:World Scientific Publishing Co Pte Ltd
- Publication Date:10/06/2010
- Category:
- ISBN:9789812814678