Peer-reviewed journal articles indexed in international databases

  1. Charbel Chahla, Hichem Snoussi, Fahed Abdallah, Fadi Dornaika,
    Discriminant quaternion local binary pattern embedding for person re-identification through prototype formation and color categorization.
    Engineering Applications of Artificial Intelligence 58, 27–33.
    2017.
  2. Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard,
    A Robust Localization Algorithm for Mobile Sensors Using Belief Functions.
    IEEE Transactions on Vehicular Technology 60(4), 1799–1811.
    IEEE Vehicular Technology Society, 2011.
  3. Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard,
    Anchor-Based Localization via Interval Analysis for Mobile Ad-Hoc Sensor Networks.
    IEEE Transactions on Signal Processing 57(8), 3226–3239.
    IEEE Signal Processing Society, 2009.
  4. Fahed Abdallah, Cédric Richard, Régis Lengellé,
    An improved training algorithm for nonlinear kernel discriminants.
    IEEE transactions on signal processing 52(10), 2798–2806.
    2004.
  5. Fahed Abdallah, Cédric Richard, Régis Lengellé,
    On virtues and vices of second-order criteria for binary classification (article invité).
    International journal of smart engineering system design 5(4), 389–399.
    2003.
  6. Cédric Richard, Régis Lengellé, Fahed Abdallah,
    Bayes-optimal detectors using relevant second-order criteria.
    IEEE signal processing letters 9(1), 32–33.
    2002.

Unindexed peer-reviewed journal articles

  1. Cédric Richard, Fahed Abdallah, Régis Lengellé,
    Algorithmes séquentiels pour l'analyse de données par méthodes à noyau (article invité).
    TS. Traitement du signal 21(2), 97–108.
    2004.

Proceedings articles indexed in international databases

  1. Fahed Abdallah, Hichem Snoussi, H Laanaya, Régis Lengellé,
    Learning General Gaussian Kernel Hyperparameters for SVR.
    1st International Conference on Geometric Science of Information, Paris, Août 2013, 8.
    2013.
  2. Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard,
    Model-Free Interval-Based Localization in Manets.
    IEEE 13th Digital Signal Processing Workshop and 5th IEEE Signal Processing Education Workshop (DSP/SPE), 474–479.
    IEEE, 2009.
  3. Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard,
    Guaranteed Boxed Localization in MANETs by Interval Analysis and Constraints Propagation Techniques.
    IEEE Global Telecommunications Conference (GLOBECOM), 1–5.
    2008.
  4. Fahed Abdallah, Cédric Richard, Régis Lengellé,
    A sequential approach for multi-class discriminant analysis with kernels.
    IEEE ICASSP'04, Montréal, May 2004, 4.
    2004.
  5. Fahed Abdallah, Cédric Richard, Régis Lengellé,
    Kernel second-order discriminants versus support vector machines (article invité suite à l'annulation d'IEEE ICASSP'03 pour cause de SARS).
    IEEE NNSP'03, Toulouse, Septembre 2003, 4.
    2003.
  6. Fahed Abdallah, Cédric Richard, Régis Lengellé,
    Kernel second-order discriminants versus support vector machines.
    IEEE ICASSP'03, Honk Kong, Avril 2003, 4.
    2003.
  7. Fahed Abdallah, Cédric Richard, Régis Lengellé,
    On virtues and vices of second-order measures of quality for binary classification.
    ANNIE'02, Saint Louis, November 2002, 4.
    2002.
  8. Fahed Abdallah, Cédric Richard, Régis Lengellé,
    On equivalence between detectors obtained from second-order measures of performance.
    EUSIPCO'02, Toulouse, September 2002, 4.
    2002.
  9. Fahed Abdallah, Cédric Richard, Régis Lengellé,
    A method for designing nonlinear kernel-based discriminant functions from the class of second order criteria.
    ASILOMAR'02, Pacific Grove (USA), Novembre 2002, 4.
    2002.

Unindexed proceedings articles

  1. Farah Mourad, Hichem Snoussi, Fahed Abdallah, Cédric Richard,
    Localisation par intervalles basée sur les ancres et les non-ancres dans les réseaux de capteurs mobiles.
    Actes du 24-ème Colloque GRETSI sur le Traitement du Signal et des Images (GRETSI).
    2009.
  2. Cédric Richard, Régis Lengellé, Fahed Abdallah,
    Optimisation de critères de contraste et des performances en détection.
    GRETSI'01, Toulouse, Septembre 2001, 4.
    2001.