Chapter 8. Fuzzy-Rough Feature Selection

  1. Richard Jensen,
  2. Qiang Shen

Published Online: 29 JAN 2008

DOI: 10.1002/9780470377888.ch8

Book Title

Computational Intelligence and Feature Selection: Rough and Fuzzy Approaches

Computational Intelligence and Feature Selection: Rough and Fuzzy Approaches

Additional Information

How to Cite

Jensen, R. and Shen, Q. (2008) Fuzzy-Rough Feature Selection, in Computational Intelligence and Feature Selection: Rough and Fuzzy Approaches, John Wiley & Sons, Inc., Hoboken, NJ, USA. doi: 10.1002/9780470377888.ch8

Author Information

  1. Aberystwyth University, United Kingdom

Publication History

  1. Published Online: 29 JAN 2008
  2. Published Print: 11 SEP 2008

ISBN Information

Print ISBN: 9780470229750

Online ISBN: 9780470377888

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Keywords:

  • fuzzy-rough feature selection;
  • fuzzy-rough QuickReduct algorithm path;
  • fuzzy-rough metric evaluation

Summary

This chapter contains sections titled:

  • Feature Selection with Fuzzy-Rough Sets

  • Fuzzy-Rough Reduction Process

  • Fuzzy-Rough QuickReduct

  • Complexity Analysis

  • Worked Examples

  • Optimizations

  • Evaluating the Fuzzy-Rough Metric

  • Summary

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