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Data Mining with Computational Intelligence

Name: Data Mining with Computational Intelligence
Brand: Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
SKU: 01560303
Price: 115.02 EUR
Availability: InStock
Author: Lipo Wang
ISBN: 9783540245223

Lipo Wang

Yuxi Fu

Language

English

Book Hardback

Libristo code: 01560303

Publishers Springer-Verlag Berlin and Heidelberg GmbH & Co. KG, August 2005

Finding information hidden in data is as theoretically difficult as it is practically important. Wit... Full description

Libristo code: 01560303

280 b

115.02 €

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Finding information hidden in data is as theoretically difficult as it is practically important. With the objective of discovering unknown patterns from data, the methodologies of data mining were derived from statistics, machine learning, and artificial intelligence, and are being used successfully in application areas such as bioinformatics, banking, retail, and many others.§Wang and Fu present in detail the state of the art on how to utilize fuzzy neural networks, multilayer perceptron neural networks, radial basis function neural networks, genetic algorithms, and support vector machines in such applications. They focus on three main data mining tasks: data dimensionality reduction, classification, and rule extraction. §§The book is targeted at researchers in both academia and industry, while graduate students and developers of data mining systems will also profit from the detailed algorithmic descriptions.