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Full list of publications and communications

International journal papers

  1. C. Bazot, N. Dobigeon, J.-Y. Tourneret, A. K. Zaas, G. S. Ginsburg and A. O. Hero, "Unsupervised Bayesian linear unmixing of gene expression microarrays," BMC Bioinformatics, 2013, to appear.
    Paper: Download the document. Related webpage: Related webpage. Supplementary material: Related webpage.

International conference papers

  1. C. Bazot, N. Dobigeon, J.-Y. Tourneret and A. O. Hero, "Bayesian analysis of time-evolving gene expression data with hidden Markov model," in Proc. European Signal Processing Conf. (EUSIPCO), Bucharest, Romania, Sept. 2012, pp. 944-948.
    Paper: Download the document.

  2. C. Bazot, N. Dobigeon, J.-Y. Tourneret and A. O. Hero, "Bernoulli-Gaussian model for gene expression analysis," in IEEE Int. Conf. Acoust., Speech, and Signal Processing (ICASSP), Prague, Czech Republic, May 2011, pp. 5996-5999.
    Paper: Download the document. Note: Invited paper.

  3. C. Bazot, N. Dobigeon, J.-Y. Tourneret and A. O. Hero, "Unsupervised Bayesian analysis for gene expression patterns," in Rec. 44th IEEE Asilomar Conf. Signals, Systems and Computers, Pacific Grove, CA, Nov. 2010, pp. 364-368.
    Paper: Download the document. Note: Invited paper.

National conference papers

  1. C. Bazot, N. Dobigeon, J.-Y. Tourneret and A. O. Hero, "Modèle Bernoulli-Gaussien pour l'analyse génétique," in Actes du XXIIIième Colloque GRETSI, Bordeaux, France, Sept. 2011, in French.
    Paper: Download the document.