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Zhenyuan Wang & Rong Yang
Nonlinear Integrals And Their Applications In Data Mining [PDF ebook]

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Cover of Zhenyuan Wang & Rong Yang: Nonlinear Integrals And Their Applications In Data Mining (PDF)

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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Language English ● Format PDF ● Pages 360 ● ISBN 9789812814685 ● File size 7.8 MB ● Publisher World Scientific Publishing Company ● City Singapore ● Country SG ● Published 2010 ● Downloadable 24 months ● Currency EUR ● ID 2447334 ● Copy protection Adobe DRM

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