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Authors: Wissal Drira ; Wissal Neji and Faouzi Ghorbel

Affiliation: University of Manouba, Tunisia

Keyword(s): Feature extraction, Probabilistic dependence measure, Kernel estimate, Fourier series.

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.

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Paper citation in several formats:
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 2: ICPRAM; ISBN 978-989-8425-98-0; ISSN 2184-4313, SciTePress, pages 314-317. DOI: 10.5220/0003845403140317

@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 2: ICPRAM},
year={2012},
pages={314-317},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003845403140317},
isbn={978-989-8425-98-0},
issn={2184-4313},
}

TY - CONF

JO - Proceedings of the 1st International Conference on Pattern Recognition Applications and Methods - Volume 2: ICPRAM
TI - DIMENSION REDUCTION BY AN ORTHOGONAL SERIES ESTIMATE OF THE PROBABILISTIC DEPENDENCE MEASURE
SN - 978-989-8425-98-0
IS - 2184-4313
AU - Drira, W.
AU - Neji, W.
AU - Ghorbel, F.
PY - 2012
SP - 314
EP - 317
DO - 10.5220/0003845403140317
PB - SciTePress