My Publications

2011

  • Automatic localization of interest points in zebrafish images with tree-based methods [Link]
    Olivier Stern, Raphaël Marée, Jessica Aceto, Nathalie Jeanray, Marc Muller, Louis Wehenkel, and Pierre Geurts
    Proc. of the 6th IAPR International Conference on Pattern Recognition in Bioinformatics - November 2011
  • Zebrafish Skeleton Measurements using Image Analysis and Machine Learning Methods [Link]
    Olivier Stern, Raphaël Marée, Jessica Aceto, Nathalie Jeanray, Marc Muller, Louis Wehenkel, and Pierre Geurts
    Belgian Dutch Conference on Machine learning (Benelearn) - May 2011

2010

  • Biomedical Imaging Modality Classification Using Bags of Visual and Textual Terms with Extremely Randomized Trees: Report of ImageCLEF 2010 Experiments [Link]
    Raphaël Marée, Olivier Stern, and Pierre Geurts
    CLEF Notebook Papers/LABs/Workshops - 2010
  • Zebrafish as model in toxicology/pharmacology [Link]
    Audrey Voncken, Amandine Piot, Olivier Stern, Raphaël Marée, Bernard Peers, Louis Wehenkel, Joseph Martial, and Marc Muller
    Biomedica - 2010

2008

  • A data mining platform for systems biology and biomarker discovery [pdf]
    Olivier Stern, Raphaël Marée, Christophe Van Huffel, Jean-Francois Laes, Carine Michiels, Lionel Flamant, Véronique Mainfroid, Daisy Flamez, Louis Wehenkel, and Pierre Geurts
    Benelux Bioinformatics Conference (BBC08) - December 2008
  • A data mining platform for systems biology and biomarker discovery [pdf]
    Olivier Stern, Raphaël Marée, Christophe Van Huffel, Jean-Francois Laes, Carine Michiels, Lionel Flamant, Véronique Mainfroid, Daisy Flamez, Louis Wehenkel, and Pierre Geurts
    Marchine Learning in System Biology (MLSB08) - September 2008