Peer-reviewed journal articles indexed in international databases

  1. Nisrine Ghadban, Paul Honeine, Farah Mourad-Chehade, Clovis Francis, Joumana Farah,
    In-network Principal Component Analysis and Diffusion Strategies.
    International Journal of Wireless Information Networks 23(2), 97–111.
    Springer, 2016.
  2. Maya Kallas, Paul Honeine, Cédric Richard, Clovis Francis, Hassan Amoud,
    Non-negativity constraints on the pre-image for pattern recognition with kernel machines.
    Pattern Recognition 46(11), 3066–3080.
    Elsevier, 2013.
  3. Maya Kallas, Paul Honeine, Clovis Francis, Hassan Amoud,
    Kernel autoregressive models using Yule-Walker equations.
    Signal Processing 93(11), 3053–3061.
    Elsevier, 2013.

Proceedings articles indexed in international databases

  1. Nisrine Ghadban, Paul Honeine, Farah Mourad-Chehade, Joumana Farah, Clovis Francis,
    Gossip algorithms for principal component analysis in networks.
    Proc. 23th European Conference on Signal Processing, 1–5.
    EURASIP and IEEE Signal Processing Society, 2015.
  2. Nisrine Ghadban, Paul Honeine, Clovis Francis, Farah Mourad-Chehade, Joumana Farah,
    Strategies for principal component analysis in wireless sensor networks.
    8th IEEE Sensor Array and Multichannel Signal Processing Workshop, 1–4.
    IEEE, 2014.
  3. Nisrine Ghadban, Paul Honeine, Farah Mourad-Chehade, Clovis Francis, Joumana Farah,
    Mobility using first and second derivatives for kernel-based regression in wireless sensor networks.
    Proc. 21st International Conference on Systems, Signals and Image Processing, 1–4.
    IEEE Region 8, IEEE Croatia Section and EURASIP, 2014.
  4. Nisrine Ghadban, Paul Honeine, Clovis Francis, Farah Mourad-Chehade, Joumana Farah,
    Diffusion Strategies For In-Network Principal Component Analysis.
    Proc. 24th IEEE workshop on Machine Learning for Signal Processing (MLSP), 1–6.
    IEEE, 2014.
  5. Maya Kallas, Paul Honeine, Cédric Richard, Clovis Francis, Hassan Amoud,
    Prediction of time series using yule-walker equations with kernels.
    Proc. 37th IEEE International Conference on Acoustics, Speech and Signal Processing, 2185–2188.
    IEEE, 2012.
  6. Maya Kallas, Clovis Francis, Lara Kanaan, Dalia Merheb, Paul Honeine, Hassan Amoud,
    Multi-Class SVM Classification Combined with Kernel PCA Feature Extraction of ECG Signals.
    Proc. 19th International Conference on Telecommunications, 1–5.
    IEEE Xplore, 2012.
  7. Maya Kallas, Clovis Francis, Paul Honeine, Hassan Amoud, Cédric Richard,
    Modeling electrocardiogram using Yule-Walker equations and kernel machines.
    Proc. 19th International Conference on Telecommunications, 1–6.
    IEEE Xplore, 2012.
  8. Paul Honeine, Farah Mourad, Maya Kallas, Hichem Snoussi, Hassan Amoud, Clovis Francis,
    Wireless sensor networks in biomedical: body area networks.
    Proc. 7th International Workshop on Systems, Signal Processing and their Applications, 388–391.
    IEEE Xplore, 2011.
  9. Lara Kanaan, Dalia Merheb, Maya Kallas, Clovis Francis, Hassan Amoud, Paul Honeine,
    PCA And KPCA Of ECG Signals With Binary SVM Classification.
    Proc. IEEE workshop on Signal Processing Systems, 344–348.
    IEEE, 2011.
  10. Maya Kallas, Paul Honeine, Cédric Richard, Clovis Francis, Hassan Amoud,
    Non-Negative Pre-Image in Machine Learning for Pattern Recognition.
    Proc. 19th European Conference on Signal Processing, 1–5.
    EURASIP, 2011.
  11. Maya Kallas, Paul Honeine, Cédric Richard, Clovis Francis, Hassan Amoud,
    Kernel-Based Autoregressive Modeling with a Pre-Image Technique.
    Proc. IEEE workshop on Statistical Signal Processing, 281–284.
    IEEE, 2011.
  12. Maya Kallas, Paul Honeine, Clovis Francis, Hassan Amoud,
    A Comparative Study Of Pre-Image Techniques: The Kernel Autoregressive Case.
    Proc. IEEE workshop on Signal Processing Systems, 379–384.
    IEEE, 2011.
  13. Maya Kallas, Paul Honeine, Cédric Richard, Hassan Amoud, Clovis Francis,
    Nonlinear feature extraction using kernel principal component analysis with non-negative pre-image.
    Proc. 32nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 3642–3645.
    IEEE, 2010.

Unindexed proceedings articles

  1. Nisrine Ghadban, Paul Honeine, Clovis Francis, Farah Mourad-Chehade, Joumana Farah, Maya Kallas,
    Mobilité d'un réseau de capteurs sans fil basée sur les méthodes à noyau.
    Actes du 24-ème Colloque GRETSI sur le Traitement du Signal et des Images, 1–4.
    2013.
  2. Nisrine Ghadban, Paul Honeine, Clovis Francis, Farah Mourad-Chehade, Joumana Farah, Maya Kallas,
    Estimation locale d'un champ de diffusion par modèles à noyaux.
    Actes de la 14-ème conférence ROADEF de la Société Française de Recherche Opérationnele et Aide à la Décision.
    2013.
  3. Maya Kallas, Paul Honeine, Hassan Amoud, Clovis Francis,
    Sur le problème de la pré-image en reconnaissance des formes avec contraintes de non-négativité.
    Actes du 23-ème Colloque GRETSI sur le Traitement du Signal et des Images, 1–4.
    2011.
  4. Maya Kallas, Paul Honeine, Cédric Richard, Clovis Francis, Hassan Amoud,
    Modèle autorégressif non-linéaire à noyau. Une première approche.
    Actes du 23-ème Colloque GRETSI sur le Traitement du Signal et des Images, 1–4.
    2011.

Conference talks with no proceedings

  1. Maya Kallas, Paul Honeine, Hassan Amoud, Clovis Francis, Cédric Richard,
    Constrained Pattern Recognition with Nonlinear Principal Component Analysis.
    Journées Scientifiques à l'Ecole Doctorale de Sciences et Technologie.
    2010.

Conference posters

  1. Nadine Khodor, Hassan Amoud, Maya Kallas, Paul Honeine, Clovis Francis,
    Le problème de pré-image dans la reconnaissance des formes.
    Proc. 1st International Conference on Advances in Biomedical Engineering, 1–2.
    2011.