Intelligent Soft Computation and Evolving Data Mining : Integrating Advanced Technologies

Leon Shyue-Liang Wang

ISBN 10: 1615207570 / ISBN 13: 9781615207572

Editore: Information Science Reference, 2010

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nach der Bestellung gedruckt Neuware - Printed after ordering - 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.

Codice articolo 9781615207572

Dati bibliografici

• Titolo: Intelligent Soft Computation and Evolving Data Mining : Integrating Advanced Technologies
• Editore: Information Science Reference
• Data di pubblicazione: 2010
• Lingua: Inglese
• ISBN 10: 1615207570
• ISBN 13: 9781615207572
• Rilegatura: Buch
• Condizione: Neu
• Dimensioni: 286 L x 221 A x 32 P (millimetri) 286 millimetri di larghezza per 221 millimetri di altezza per 32 millimetri di profondità
• Peso: 1549 grammi

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Riassunto

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.

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