Dimension reduction by a novel unified scheme using divergence analysis and genetic search

Korurek M., YUKSEL A., DOKUR Z., Ölmez T.

DIGITAL SIGNAL PROCESSING, vol.20, no.6, pp.1535-1546, 2010 (Peer-Reviewed Journal) identifier identifier

  • Publication Type: Article / Article
  • Volume: 20 Issue: 6
  • Publication Date: 2010
  • Doi Number: 10.1016/j.dsp.2009.09.001
  • Journal Name: DIGITAL SIGNAL PROCESSING
  • Journal Indexes: Science Citation Index Expanded, Scopus
  • Page Numbers: pp.1535-1546

Abstract

In this study, a unified scheme using divergence analysis and genetic search is proposed to determine significant components of feature vectors in high-dimensional spaces, without having to deal with singular matrix problems.