Nonlinear Integrals and Their Applications in Data Mining

Name: Nonlinear Integrals and Their Applications in Data Mining
Brand: World Scientific Publishing Co Pte Ltd
SKU: 9789812814678
Price: 20700 KES
Availability: OutOfStock
ISBN: 9789812814678

by Kwong-sak Leung , Rong Yang , Zhenyuan Wang

Book Details

Format Hardback

Book Series Advances In Fuzzy Systems-applications And Theory

ISBN-10 9812814671

ISBN-13 9789812814678

Publisher World Scientific Publishing Co Pte Ltd

Imprint World Scientific Publishing Co Pte Ltd

Country of Manufacture GB

Country of Publication GB

Publication Date Jun 10th, 2010

Print length 360 Pages

Weight 650 grams

Dimensions 23.20 x 15.90 x 2.60 cms

Product Classification: Data capture & analysis Data capture and analysis

KSh 20,700.00

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Discusses various nonadditive set functions that describe the interaction among the contributions from feature attributes towards a considered target attribute. This book then investigates relevant nonlinear integrals. It is suitable as a text for graduate courses in mathematics, computer science, and information science.

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.

Get Nonlinear Integrals and Their Applications in Data Mining by Kwong-sak Leung, Rong Yang at the best price and quality guaranteed only at Werezi Africa's largest book ecommerce store. The book was published by World Scientific Publishing Co Pte Ltd and it has 360 pages.