DIMENSION REDUCTION BY AN ORTHOGONAL SERIES ESTIMATE OF THE PROBABILISTIC DEPENDENCE MEASURE

Wissal Drira, Wissal Neji, Faouzi Ghorbel

2012

Abstract

Here, we intend to introduce a new estimate of the L2 probabilistic dependence measure by Fourier series for 2-dimensional reduction. Its performance is compared to the Fischer Linear Discriminate Analysis (LDA) and the Approximate Chernoff Criterion (ACC) in the mean of classification probability error.

Paper Citation

in Harvard Style

Drira W., Neji W. and Ghorbel F. (2012). DIMENSION REDUCTION BY AN ORTHOGONAL SERIES ESTIMATE OF THE PROBABILISTIC DEPENDENCE MEASURE . In Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM, ISBN 978-989-8425-98-0, pages 314-317. DOI: 10.5220/0003845403140317

in Bibtex Style

@conference{icpram12,
author={Wissal Drira and Wissal Neji and Faouzi Ghorbel},
title={DIMENSION REDUCTION BY AN ORTHOGONAL SERIES ESTIMATE OF THE PROBABILISTIC DEPENDENCE MEASURE},
booktitle={Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,},
year={2012},
pages={314-317},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003845403140317},
isbn={978-989-8425-98-0},
}

in EndNote Style

TY - CONF
JO - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 1: ICPRAM,
TI - DIMENSION REDUCTION BY AN ORTHOGONAL SERIES ESTIMATE OF THE PROBABILISTIC DEPENDENCE MEASURE
SN - 978-989-8425-98-0
AU - Drira W.
AU - Neji W.
AU - Ghorbel F.
PY - 2012
SP - 314
EP - 317
DO - 10.5220/0003845403140317