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

Korurek, Mehmet; YUKSEL, Ayhan; DOKUR, Zümray; Ölmez, Tamer

doi:10.1016/j.dsp.2009.09.001

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 (Journal Indexed in SCI)

Publication Type: Article / Article
Volume: 20 Issue: 6
Publication Date: 2010
Doi Number: 10.1016/j.dsp.2009.09.001
Title of Journal : DIGITAL SIGNAL PROCESSING
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.