Publication details

Advances in statistical feature selection

Conference Paper (international conference)

Kittler J., Pudil Pavel, Somol Petr

serial: Advances in Pattern Recognition - ICAPR 2001. Proceedings, p. 425-434 , Eds: Singh S., Murshed N., Kropatsch W.

publisher: Springer, (Heidelberg 2001)


action: ICAPR /2./, (Rio de Janeiro, BR, 11.03.2001-14.03.2001)

research: AV0Z1075907

project(s): GA402/01/0981, GA ČR, KSK1019101, GA AV ČR

keywords: statistical pattern recognition, feature selection, methodology

abstract (eng):

Advances in feature selection methododology for statistical pattern recognition are presented and overviewed in the taxonomical framewrok. The methods discussed include latest variants of the Branch and Bound algorithm, enhanced Floating Search techniques and the simultaneous semiparametric pdf modelling and feature space selection method.

Cosati: 09K, 09H