Nonlinear Integrals And Their Applications In Data Mining: 24 (Advances In Fuzzy Systems-applications And Theory) - Softcover

Wang Zhenyuan Et Al

 
9789812814678: Nonlinear Integrals And Their Applications In Data Mining: 24 (Advances In Fuzzy Systems-applications And Theory)
Softcover
ISBN 10: 9812814671 ISBN 13: 9789812814678
Publisher: World Scientific Publishing, 2010

Synopsis

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.

"synopsis" may belong to another edition of this title.

From the Back Cover

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.

"About this title" may belong to another edition of this title.

Publisher
World Scientific Publishing
Publication date
2010
Language
English
ISBN 10 
9812814671
ISBN 13 
9789812814678
Binding
Paperback
Number of pages
360