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Differential evolution for filter feature selection based on information theory and feature ranking

  • Published:2018-01 Issue: Volume:140 Page:103-119
  • ISSN:0950-7051
  • Container-title:Knowledge-Based Systems
  • language:en
  • Short-container-title:Knowledge-Based Systems

Author:

Hancer Emrah,Xue Bing,Zhang Mengjie

Funder

Marsden Fund of New Zealand

Publisher

Elsevier BV

Subject

Artificial Intelligence,Information Systems and Management,Management Information Systems,Software

Reference69 articles.

1. Feature Extraction: Foundations and Applications (Studies in Fuzziness and Soft Computing);Guyon,2006

2. Joint model for feature selection and parameter optimization coupled with classifier ensemble in chemical mention recognition;Ekbal;Knowl.-Based Syst.,2015

3. A novel Bayes model: hidden Naive Bayes;Jiang;IEEE Trans. Knowl. Data Eng.,2009

4. One dependence value difference metric;Li;Knowl.-Based Syst.,2011

5. A survey on evolutionary computation approaches to feature selection;Xue;IEEE Trans. Evolut. Comput.,2016

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