Amazon cover image
Image from Amazon.com

Data mining with computational intelligence / Lipo Wang and Xiuju Fu

By: Contributor(s): Material type: TextTextPublication details: India Springer 2005Description: 276 pISBN:
  • 9788184893588
Subject(s): DDC classification:
  • 006.312 WAN-L
Star ratings
    Average rating: 0.0 (0 votes)
Holdings
Item type Current library Collection Shelving location Call number Status Date due Barcode Item holds
Books Books BITS Pilani Hyderabad 003-007 General Stack (For lending) 006.312 WAN-L (Browse shelf(Opens below)) Available 38772
Total holds: 0

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.

There are no comments on this title.

to post a comment.
An institution deemed to be a University Estd. Vide Sec.3 of the UGC
Act,1956 under notification # F.12-23/63.U-2 of Jun 18,1964

© 2015 BITS-Library, BITS-Hyderabad, India.