Intelligent Soft Computation and Evolving Data Mining Integrating Advanced Technologies Premier Reference Source

ISBN 10: 1615207570 / ISBN 13: 9781615207572

Edité par IGI Global, 2010

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Titre : Intelligent Soft Computation and Evolving ...

Éditeur : IGI Global

Date d'édition : 2010

Reliure : HRD

Etat : New

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Synopsis :

As the applications of data mining, the non-trivial extraction of implicit information in a data set, have expanded in recent years, so has the need for techniques that are tolerable to imprecision, uncertainty, and approximation. Intelligent Soft Computation and Evolving Data Mining: Integrating Advanced Technologies is a compendium that addresses this need. It integrates contrasting techniques of conventional hard computing and soft computing to exploit the tolerance for imprecision, uncertainty, partial truth, and approximation to achieve tractability, robustness and low-cost solution. This book provides a reference to researchers, practitioners, and students in both soft computing and data mining communities, forming a foundation for the development of the field.