Multi-objective Evolutionary Feature Selection

  • Partha Pratim Kundu
  • Sushmita Mitra
Part of the Lecture Notes in Computer Science book series (LNCS, volume 5909)

Abstract

A new method of evolutionary feature selection, using multiobjective optimization in terms of fuzzy proximity and feature set cardinality, is developed. Results on two datasets indicate selection of the correct feature subset.

Keywords

Feature selection Multi-objective optimization Proximity 

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Copyright information

© Springer-Verlag Berlin Heidelberg 2009

Authors and Affiliations

  • Partha Pratim Kundu
    • 1
  • Sushmita Mitra
    • 1
  1. 1.Machine Intelligence UnitIndian Statistical InstituteKolkataIndia

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