📖 Nonlinear Integrals and Their Applications in Data Mining
Sunday, November 25, 2018 by dev
Nonlinear Integrals and Their Applications in Data Mining
By:Zhenyuan Wang
Published on 2010 by World Scientific
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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Book ID of Nonlinear Integrals and Their Applications in Data Mining's Books is j2kjY0buyiQC, Book which was written byZhenyuan Wanghave ETAG "OppVUqVC0ys"
Book which was published by World Scientific since 2010 have ISBNs, ISBN 13 Code is 9789812814685 and ISBN 10 Code is 981281468X
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