Peer-reviewed journal articles indexed in international databases

  1. Jie Chen, Cédric Richard, José C. M. Bermudez, Paul Honeine,
    Non-negative least-mean-square algorithm.
    IEEE Transactions on Signal Processing 59(11), 5225–5235.
    IEEE, 2011.
  2. Paul Honeine, Cédric Richard, Hichem Snoussi, José C. M. Bermudez, Jie Chen,
    A decentralized approach for non-linear prediction of time series data in sensor networks.
    Journal on Wireless Communications and Networking Special issue on theoretical and algorithmic foundations of wireless ad hoc and sensor networks, 12:1–12:12.
    EURASIP, 2010.
  3. Cédric Richard, José C. M. Bermudez, Paul Honeine,
    Online prediction of time series data with kernels.
    IEEE Transactions on Signal Processing 57(3), 1058–1067.
    IEEE, 2009.

Invited conference talks

  1. Cédric Richard, Paul Honeine, Hichem Snoussi, Mehdi Essoloh, José C. M. Bermudez,
    Distributed learning in wireless sensor networks.
    5th Workshop on Sensor Networks (CNRS RECAP Sensor and Self-Organized Networks).
    2008.

Proceedings articles indexed in international databases

  1. Jie Chen, Cédric Richard, José C. M. Bermudez, Paul Honeine,
    Non-stationary Analysis of the Convergence of the Non-negative Least-mean-square Algorithm.
    Proc. 21th European Conference on Signal Processing, 1–5.
    EURASIP, 2013.
  2. Jie Chen, Cédric Richard, José C. M. Bermudez, Paul Honeine,
    A Modified Non-Negative LMS Algorithm and its Stochastic Behavior Analysis.
    Proc. 45th Asilomar Conference on Signals, Systems, and Computers, 542–546.
    IEEE, 2011.
  3. Jie Chen, Cédric Richard, Paul Honeine, José C. M. Bermudez,
    Non-negative Distributed Regression for Data Inference in Wireless Sensor Networks.
    Proc. 44th Asilomar Conference on Signals, Systems, and Computers, 451–455.
    IEEE, 2010.
  4. Paul Honeine, Cédric Richard, José C. M. Bermudez, Hichem Snoussi, Mehdi Essoloh, François Vincent,
    Functional estimation in Hilbert space for distributed learning in wireless sensor networks.
    Proc. 34th IEEE International Conference on Acoustics, Speech and Signal Processing, 2861–2864.
    IEEE, 2009.
  5. Paul Honeine, Cédric Richard, José C. M. Bermudez, Hichem Snoussi,
    Distributed prediction of time series data with kernels and adaptive filtering techniques in sensor networks.
    Proc. 42nd Annual ASILOMAR Conference on Signals, Systems and Computers, 246–250.
    IEEE, 2008.
  6. Paul Honeine, Cédric Richard, José C. M. Bermudez,
    On-line nonlinear sparse approximation of functions.
    Proc. IEEE International Symposium on Information Theory, 956–960.
    IEEE, 2007.

Unindexed proceedings articles

  1. Jie Chen, Cédric Richard, José C. M. Bermudez, Paul Honeine,
    Identification en ligne avec régularisation L1. Algorithme et analyse de convergence en environnement non-stationnaire.
    Actes du 24-ème Colloque GRETSI sur le Traitement du Signal et des Images, 1–4.
    2013.
  2. Cédric Richard, Jie Chen, Paul Honeine, José C. M. Bermudez,
    Filtrage adaptatif avec contrainte de non-négativité. Principes de l'algorithme NN-LMS et modèle de convergence.
    Actes du 23-ème Colloque GRETSI sur le Traitement du Signal et des Images, 1–4.
    2011.
  3. Paul Honeine, Cédric Richard, José C. M. Bermudez,
    Modélisation parcimonieuse non linéaire en ligne par une méthode à noyau reproduisant et un critère de cohérence.
    Actes du XXI-ème Colloque GRETSI sur le Traitement du Signal et des Images, 1–4.
    2007.

Scientific books (or chapters)

  1. José C. M. Bermudez, Paul Honeine, Jean-Yves Tourneret, Cédric Richard,
    Kernel-Based Nonlinear Signal Processing.
    Signals and Images: Advances and Results in Speech, Estimation, Compression, Recognition, Filtering, and Processing (Chapter 2).
    CRC Press, Taylor & Francis Group, 2015.