Peer-reviewed journal articles indexed in international databases

  1. Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi,
    Non-parametric and semi-parametric RSSI/distance modeling for target tracking in wireless sensor networks.
    IEEE Sensors Journal 16(7), 2115–2126.
    IEEE, 2016.
  2. 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.
  3. Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi,
    Gas Source Parameter Estimation Using Machine Learning in WSNs.
    IEEE Sensors Journal 16(14), 5795–5804.
    IEEE, 2016.
  4. Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi,
    Kernel-based machine learning using radio-fingerprints for localization in WSNs.
    IEEE Transactions on Aerospace and Electronic Systems 51(2), 1324–1336.
    IEEE, 2015.
  5. Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi,
    Target tracking using machine learning and Kalman filter in wireless sensor networks.
    IEEE Sensors Journal 14(10), 3715–3725.
    IEEE, 2014.

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. Rita Ammanouil, Jean Abou Melhem, Joumana Farah, Paul Honeine,
    Spectral partitioning and fusion techniques for hyperspectral data classification and unmixing.
    Proc. 6th International Symposium on Communications, Control, and Signal Processing, 1–4.
    (technical co-sponsor IEEE), 2014.
  4. Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi,
    Ridge regression and Kalman filtering for target tracking in wireless sensor networks.
    8th IEE Sensor Array and Multichannel Signal Processing Workshop, 1–4.
    IEEE, 2014.
  5. 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.
  6. 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.
  7. Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi,
    Combining a physical model with a nonlinear fluctuation for signal propagation modeling in WSNs.
    Proc. 11th ACS/IEEE International Conference on Computer Systems and Applications (AICCSA).
    2014.
  8. Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi,
    Kernel-based localization using fingerprinting in wireless sensor networks.
    Proc. 14th IEEE Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 1948–3244.
    IEEE, 2013.
  9. Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi,
    Decentralized Localization Using Fingerprinting and Kernel Methods in Wireless Sensor Networks.
    Proc. 21th European Conference on Signal Processing, 1–5.
    EURASIP (technical co-sponsor IEEE), 2013.

Unindexed proceedings articles

  1. Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi,
    Modèle semi-paramétrique RSSI/distance pour le suivi d'une cible dans les réseaux de capteurs sans fil.
    Actes du 25-ème Colloque GRETSI sur le Traitement du Signal et des Images, 1–4.
    2015.
  2. 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.
  3. Sandy Mahfouz, Farah Mourad-Chehade, Paul Honeine, Joumana Farah, Hichem Snoussi,
    Localisation par fingerprinting et méthodes à noyaux dans les réseaux de capteurs sans fil.
    Actes de la 14-ème conférence ROADEF de la Société Française de Recherche Opérationnelle et Aide à la Décision.
    2013.
  4. 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.