Peer-reviewed journal articles indexed in international databases

  1. Abdenour Bounsiar, Pierre Beauseroy, Édith Grall-Maes,
    General solution and learning method for binary classification with performance constraints.
    Pattern recognition letters 29(10), 1455–1465.
    2008.
  2. Abdenour Bounsiar, Édith Grall-Maes, Pierre Beauseroy,
    A Kernel Based Rejection Method for Supervised Classification.
    International Journal of Computational Intelligence 3(4), 312–321.
    2006.

Proceedings articles indexed in international databases

  1. Édith Grall-Maes, Pierre Beauseroy, Abdenour Bounsiar,
    Quality assessment of a supervised multilabel classification rule with performance constraints.
    14th European Signal Processing Conference (EUSIPCO'06), Florence, September 2006, 5.
    2006.
  2. Édith Grall-Maes, Pierre Beauseroy, Abdenour Bounsiar,
    Multilabel classification rule with performance constraints.
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'2006), Toulouse, May 2006, 4.
    2006.
  3. Abdenour Bounsiar, Pierre Beauseroy, Édith Grall-Maes,
    Fast training and efficient linear learning machine.
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP'2006), Toulouse, September 2006, 4.
    2006.
  4. Abdenour Bounsiar, Pierre Beauseroy, Édith Grall-Maes,
    Using SVM for binary classification with first type error constraint.
    ICSITC'05, Algiers, Juillet 2005, 4.
    2005.
  5. Abdenour Bounsiar, Pierre Beauseroy, Édith Grall-Maes,
    A straightforward SVM approach for classification with constraint.
    13th European Signal Processing Conference EUSIPCO'05, Antalya, Septembre 2005, 4.
    2005.

Unindexed proceedings articles

  1. Abdenour Bounsiar, Édith Grall-Maes, Pierre Beauseroy,
    Classification supervisée avec option de rejet partiel et contraintes de performance basée sur l'estimation des densités de probabilité.
    GRETSI'07, Troyes, Septembre 2007, 4.
    2007.
  2. Édith Grall-Maes, Pierre Beauseroy, Abdenour Bounsiar,
    Classification avec contraintes : problématique et apprentissage d'une règle de décision.
    GRETSI'05, Louvain-la-Neuve, Septembre 2005, 4.
    2005.

PhD theses

  1. Abdenour Bounsiar,
    Classification avec contraintes de performance.
    optimisation et sûreté des systêmes.
    2007.