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Více informací o knize Nonlinear Integrals And Their Applications In Data Mining

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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Databases Data capture & analysis

• Plný název: Nonlinear Integrals And Their Applications In Data Mining
• Autor: Zhenyuan Wang, Rong Yang, Kwong Sak Leung
• Jazyk: Angličtina
• Vazba: Pevná
• Počet stran: 360
• EAN: 9789812814678
• ISBN: 9812814671
• ID: 05069157
• Nakladatelství: World Scientific Publishing Co Pte Ltd
• Hmotnost: 650 g
• Rozměry: 232 × 159 × 26 mm
• Datum vydání: 01. April 2009

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