Survey for study of feature selection algorithms

Yong Mao, Xiao Bo Zhou, Zheng Xia, Zheng Yin, You Xian Sun

Research output: Contribution to journalArticle

41 Scopus citations

Abstract

Feature selection is a hot topic in current information science, especially in the field of pattern recognition. In this paper, feature selection algorithms are classified from different points of view. Several embranchments of feature selection and the development situation are introduced. Some difficulties in the theoretic analysis and application are involved. From a practicality angle, using support vector machine to select features is considered as the research direction in machine learning.

Original languageEnglish (US)
Pages (from-to)211-218
Number of pages8
JournalMoshi Shibie yu Rengong Zhineng/Pattern Recognition and Artificial Intelligence
Volume20
Issue number2
StatePublished - Apr 1 2007

Keywords

  • Feature selection
  • Machine learning
  • Pattern recognition
  • Wrapper method

ASJC Scopus subject areas

  • Software
  • Computer Vision and Pattern Recognition
  • Artificial Intelligence

Fingerprint Dive into the research topics of 'Survey for study of feature selection algorithms'. Together they form a unique fingerprint.

Cite this