Peer-reviewed journal articles indexed in international databases

  1. Aline Taoum, Farah Mourad-Chehade, Hassan Amoud,
    Early-warning of ARDS using novelty detection and data fusion.
    Computers in Biology and Medicine 102, 191–199.
    Elsiever, 2018.
  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.
  4. Hassan Amoud, Hichem Snoussi, D.J. Hewson, Jacques Duchêne,
    Univariate and Bivariate Empirical Mode Decomposition for Postural Stability Analysis.
    EURASIP Journal on Advances in Signal Processing 2008(-1), 1–11.
    2008.
  5. D.J. Hewson, Jacques Duchêne, François Charpillet, Jamal Saboune, Valérie Michel-Pellegrino, Hassan Amoud, Michel Doussot, Jean Paysant, Anne Boyer, Jean-Yves Hogrel,
    The PARAChute project: remote monitoring of posture and gait for fall prevention.
    EURASIP Journal on Advances in Signal Processing 2007(-1), 1–15.
    2007.
  6. Hassan Amoud, Hichem Snoussi, D.J. Hewson, Michel Doussot, Jacques Duchêne,
    Intrinsic mode entropy for nonlinear discriminant analysis.
    IEEE signal processing letters 14(5), 297–300.
    2007.
  7. Hassan Amoud, Mohamed Abadi, D.J. Hewson, Valérie Michel-Pellegrino, Michel Doussot, Jacques Duchêne,
    Fractal time series analysis of postural stability in elderly and control subjects.
    Journal of Neuroengineering and Rehabilitation 4(12), 1–12.
    2007.

Unindexed peer-reviewed journal articles

  1. Patrick Flandrin, Cédric Richard, Pierre-Olivier Amblard, Pierre Borgnat, Paul Honeine, Hassan Amoud, André Ferrari, Jun Xiao, Azadeh Moghtaderi, Pepa Ramirez-Cobo,
    Stationnarité relative et approches connexes.
    Traitement du signal 28(6), 691–716.
    Lavoisier, 2011.

Invited conference talks

  1. Patrick Flandrin, Pierre Borgnat, Azadeh Moghtaderi, Cédric Richard, Paul Honeine, Hassan Amoud, Pierre-Olivier Amblard, Pepa Ramirez-Cobo,
    StaRAC : Stationnarité Relative et Approches Connexes.
    Grand Colloque STIC 2010.
    2010.

Proceedings articles indexed in international databases

  1. Aline Taoum, Marwan Sabbagh, Hassan Amoud, Farah Mourad-Chehade,
    Non-linear Feature Extraction from Vital Signs to Characterize Acute Respiratory Distress Syndrome.
    4th IEEE Middle East Conference on Biomedical Engineering (MECBME).
    2018.
  2. aline taoum, Farah Mourad-Chehade, Hassan Amoud, Ziad Fawal,
    Predicting ARDS using the MIMIC II physiological database.
    IEEE International Multidisciplinary Conference on Engineering Technology (IMCET).
    2016.
  3. Aline Taoum, Farah Mourad-Chehade, Hassan Amoud, Aly Chkeir, Ziad Fawal, Jacques Duchene,
    Data Fusion for Predicting ARDS Using the MIMIC II Physiological Database.
    Proceedings of the IEEE 18th International Conference on e-Health Networking, Applications and Services (Healthcom).
    IEEE, 2016.
  4. 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.
  5. 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.
  6. 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.
  7. 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.
  8. 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.
  9. 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.
  10. 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.
  11. 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.
  12. Cédric Richard, André Ferrari, Hassan Amoud, Paul Honeine, Patrick Flandrin, Pierre Borgnat,
    Statistical hypothesis testing with time-frequency surrogates to check signal stationarity.
    Proc. 35th IEEE International Conference on Acoustics, Speech and Signal Processing, 3666–3669.
    IEEE, 2010.
  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.
  14. Hassan Amoud, Paul Honeine, Cédric Richard, Pierre Borgnat, Patrick Flandrin,
    Time-Frequency Learning Machines For Nonstationarity Detection Using Surrogates.
    Proc. IEEE workshop on Statistical Signal Processing, 565–568.
    IEEE, 2009.
  15. Hassan Amoud, Hichem Snoussi, David Hewson, Jacques Duchêne,
    One-class support vector machine for joint variable selection and detection of postural balance degradation.
    4th European Congress for Medical and Biomedical Engineering (EMBEC), Antwerp, November 2008, 4.
    2008.
  16. Hassan Amoud, Hichem Snoussi, David Hewson, Jacques Duchêne,
    Intrinsic mode entropy for postural steadiness analysis.
    4th European Congress for Medical and Biomedical Engineering (EMBEC), Antwerp, November 2008, 4.
    2008.
  17. Hassan Amoud, Hichem Snoussi, D.J. Hewson, Jacques Duchêne,
    Sélection de variables stabilométriques pour l'analyse et la détection de la dégradation de l'équilibre postural.
    21e colloque GRETSI sur le traitement du signal et des images, Troyes, Septembre 2007, 4.
    2007.
  18. Hassan Amoud, Hichem Snoussi, D.J. Hewson, Jacques Duchêne,
    Hilbert-Huang Transformation: Application to Postural Stability Analysis.
    29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBS), Lyon, Août 2007, 4.
    2007.
  19. Hichem Snoussi, Hassan Amoud, Michel Doussot, D.J. Hewson, Jacques Duchêne,
    Reconstructed phase spaces of intrinsic mode functions : application to postural stability analysis.
    Proceedings of the 28th IEEE EMBS Annual International Conference, New York, August 2006.
    2006.
  20. Hassan Amoud, Madhur Agrawal, Uday Bandaru, D.J. Hewson, Michel Doussot, Jacques Duchêne,
    Postural time-series analysis of elderly and control subjects using entropy.
    6th IFAC Symposium on Modelling and Control in Biomedical Systems (Including Biological Systems), Reims, September 2006.
    2006.
  21. Valérie Michel-Pellegrino, Hassan Amoud, D.J. Hewson, Jacques Duchêne,
    Identification of a degradation in postural equilibrium invoked by different vibration frequencies on the tibialis anterior tendon.
    Proceedings of the 28th IEEE EMBS Annual International Conference, New York, August 2006.
    2006.
  22. Valérie Michel-Pellegrino, Hassan Amoud, D.J. Hewson, Jean-Yves Hogrel, Jacques Duchêne,
    The effect of age on dynamic postural equilibrium when stepping up.
    1. XVIIth Conference of the International Society for Postural and Gait Research (ISPGR), Marseille, May 2005, 1.
    2005.
  23. Mohamed Abadi, Hassan Amoud, D.J. Hewson, Michel Doussot, Jacques Duchêne,
    Reliability of non-linear postural parameters during stabilometric analysis.
    8. 3rd European Medical and Biological Engineering Conference (EMBEC): Advancement of Medicine and Health Care through Technology, Prague, November 2005, 4.
    2005.
  24. Hassan Amoud, Mohammed Abadi, Valérie Michel-Pellegrino, D.J. Hewson, Michel Doussot, Jacques Duchêne,
    Evaluation de l'équilibre postural suite à la réalisation d'un pas selon trois méthodes d'estimation de l'exposant de Hurst.
    20e colloque GRETSI sur le traitement du signal et des images, Louvain-la-Neuve, Septembre 2005, 367–370.
    2005.

Unindexed proceedings articles

  1. Aline Taoum, Farah Mourad-Chehade, Hassan Amoud,
    Un modèle d'alerte précoce du SDRA par détection d'anormalité et fusion de données.
    GRETSI 2017-XXVIème colloque, 4.
    2017.
  2. 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.
  3. 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.
  4. Hassan Amoud, Cédric Richard, Paul Honeine, Patrick Flandrin, Pierre Borgnat,
    Sur la caractérisation de non-stationnarités par la méthode des substituts.
    Actes du 22-ème Colloque GRETSI sur le Traitement du Signal et des Images, 1–4.
    2009.

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.

Scientific books (or chapters)

  1. Pierre Borgnat, Patrick Flandrin, Cédric Richard, André Ferrari, Hassan Amoud, Paul Honeine,
    Time-frequency learning machines for nonstationarity detection using surrogates.
    Advances in Machine Learning and Data Mining for Astronomy, In Eds. M. Way, J. Scargle, K. Ali, and A. Srivastava, 487–503.
    Chapman and Hall / CRC Press (Taylor and Francis), 2012.