NONLINEAR INTEGRALS & THEIR APPL...(V24) (Advances in Fuzzy Systemss - Applications and Theory, 24, Band 24) - Softcover

Al Zhenyuan Wang Et

 
9789812814678: NONLINEAR INTEGRALS & THEIR APPL...(V24) (Advances in Fuzzy Systemss - Applications and Theory, 24, Band 24)
Softcover
ISBN 10: 9812814671 ISBN 13: 9789812814678
Verlag: World Scientific, 2010

Inhaltsangabe

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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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.

„Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

Verlag
World Scientific
Erscheinungsdatum
2010
Sprache
Englisch
ISBN 10 
9812814671
ISBN 13 
9789812814678
Einband
Taschenbuch
Anzahl der Seiten
360
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

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Osnabrück
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