Data mining with computational intelligence Pdf

Data mining with computational intelligence Pdf

Data mining with computational intelligence Pdf

Data mining with computational intelligence Pdf

About the book:

Data mining with computational intelligence Book

Author: Lipo Wang

Series: Advanced Information and Knowledge Processing

Publisher: Springer; 2005 edition

Publish date: (September 19, 2005)

ISBN-10: 9783540245223

ISBN-13: 978-3540245223

Pages: 276 eBook pages can be different

Language: English

Genres: Computer Neural Networks

Review

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.

Data mining with computational intelligence Pdf

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