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

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

DIGITAL SIGNAL PROCESSING, cilt.20, sa.6, ss.1535-1546, 2010 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 20 Sayı: 6
  • Basım Tarihi: 2010
  • Doi Numarası: 10.1016/j.dsp.2009.09.001
  • Dergi Adı: DIGITAL SIGNAL PROCESSING
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.1535-1546
  • İstanbul Teknik Üniversitesi Adresli: Evet

Özet

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.