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

Wissal Drira, Wissal Neji, Faouzi Ghorbel

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.

References

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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