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Studies in Fuzziness and Soft Computing

Evolutionary Computation in Data Mining

Editors: Ghosh, Ashish (Ed.)

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About this book

This carefully edited book reflects and advances the state of the art in the area of Data Mining and Knowledge Discovery with Evolutionary Algorithms. It emphasizes the utility of different evolutionary computing tools to various facets of knowledge discovery from databases, ranging from theoretical analysis to real-life applications. "Evolutionary Computation in Data Mining" provides a balanced mixture of theory, algorithms and applications in a cohesive manner, and demonstrates how the different tools of evolutionary computation can be used for solving real-life problems in data mining and bioinformatics.

Table of contents (12 chapters)

Table of contents (12 chapters)
  • Evolutionary Algorithms for Data Mining and Knowledge Discovery

    Pages 1-20

    Ghosh, Ashish

  • Strategies for Scaling Up Evolutionary Instance Reduction Algorithms for Data Mining

    Pages 21-39

    Cano, Jose Ramon (et al.)

  • GAP: Constructing and Selecting Features with Evolutionary Computing

    Pages 41-56

    Smith, Matthew G. (et al.)

  • Multi-Agent Data Mining using Evolutionary Computing

    Pages 57-78

    Sikora, Riyaz

  • A Rule Extraction System with Class-Dependent Features

    Pages 79-99

    Fu, Xiuju (et al.)

Buy this book

eBook $159.00
price for USA in USD
  • ISBN 978-3-540-32358-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $179.99
price for USA in USD
  • ISBN 978-3-540-22370-2
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
Softcover $209.00
price for USA in USD
  • ISBN 978-3-642-42195-2
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Evolutionary Computation in Data Mining
Editors
  • Ashish Ghosh
Series Title
Studies in Fuzziness and Soft Computing
Series Volume
163
Copyright
2005
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-32358-7
DOI
10.1007/3-540-32358-9
Hardcover ISBN
978-3-540-22370-2
Softcover ISBN
978-3-642-42195-2
Series ISSN
1434-9922
Edition Number
1
Number of Pages
XVIII, 266
Topics

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