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All Publications

Displaying 12 results.
    • Journal article
    Inferring statistically significant features from random forests
    Paul, Jérôme[UCL] Dupont, Pierre[UCL] (2015) Neurocomputing — Vol. 150, no.part B, p. 471–480 (20 February 2015)
    • Speech
    Kernel methods for mixed feature selection
    Paul, Jérôme[UCL] Dupont, Pierre[UCL] (2014) 22th European Symposium on Artificial Neural Networks (ESANN'14) — Bruges, Belgium
    • Speech
    Identification of Statistically Significant Features from Random Forests
    Paul, Jérôme[UCL] Verleysen, Michel[UCL] Dupont, Pierre[UCL] (2013) ECML workshop on Solving Complex Machine Learning Problems with Ensemble Methods — Prague (Czech Republic)
    • Speech
    The stability of feature selection and class prediction from ensemble tree classifiers
    Paul, Jérôme[UCL] Verleysen, Michel[UCL] Dupont, Pierre[UCL] (2012) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning — Bruges (Belgium)
    • Speech
    Statistically interpretable importance indices for Random Forests
    Paul, Jérôme[UCL] Dupont, Pierre[UCL] (2014) 23rd Annual Machine Learning Conference of Belgium and the Netherlands (BENELEARN) — Brussels, Belgium
    • Journal article
    Kernel methods for heterogeneous feature selection
    Paul, Jérôme[UCL] D'Ambrosio, Roberto[UCL] Dupont, Pierre[UCL] (2015) Neurocomputing — Vol. 169, p. 187-195 (2015)
    • Speech
    Decrease in IL-15 production by cord blood mononuclear cells as a marker of atopic disease
    Lombard, Catherine[UCL] André, Floriane[UCL] Paul, Jérôme[UCL] Wanty, Catherine[UCL] Vosters, Olivier[UCL] Bernard, Pierre[UCL] Pilette, Charles[UCL] Dupont, Pierre[UCL] Sokal, Etienne[UCL] Smets, Françoise[UCL] (2014) 47th Annual Meeting of the European Society for Pediatric Gastroenterology, Hepatology, and Nutrition — Jerusalem, Israel