Nonlinear Integrals And Their Applications In Data Mining PDF
by Wang Zhenyuan Wang, Yang Rong Yang, Leung Kwong-sak Leung
Part of the Advances In Fuzzy Systems-applications And Theory series
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
-
Download - Immediately Available
- Format:PDF
- Pages:360 pages
- Publisher:World Scientific Publishing Company
- Publication Date:09/06/2010
- Category:
- ISBN:9789814470988
Information
-
Download - Immediately Available
- Format:PDF
- Pages:360 pages
- Publisher:World Scientific Publishing Company
- Publication Date:09/06/2010
- Category:
- ISBN:9789814470988
