Members

Jérôme Paul

Contact Information

Jérôme Paul
PhD
DNAlytics
Rue Louis de Geer 6
1348 Louvain-la-Neuve
Belgium

Office: CEI2
Phone: +32 10 39 00 96
Email: jerome [period] paul [snail] dnalytics [period] com -> mailto:jerome [period] paul [snail] dnalytics [period] com
Personal home page

Biography

Jérôme Paul

Jérôme Paul is an analyst at DNAlytics. He received a master׳s degree in computer engineering in 2010 and received a PhD in Engineering Sciences in 2015. During his PhD, he worked on feature selection and classification from heterogeneous data with a special focus on high dimensional biomedical data.



Publications

Article de périodique (Journal article)
2017
  • Wauters, Lucas ; Smets, Françoise ; De Greef, Elisabeth ; Bontems, Patrick ; Hoffman, Ilse ; Hauser, Bruno ; Alliet, Philippe ; Arts, Wim ; Peeters, Harald ; Van Biervliet, Stephanie ; Paquot, Isabelle ; Van de Vijver, Els ; De Vos, Martine ; Bossuyt, Peter ; Rahier, Jean-François ; Dewit, Olivier ; Moreels, Tom ; Franchimont, Denis ; Muls, Vincianne ; Fontaine, Fernand ; Louis, Edouard ; Coche, Jean-Charles ; Baert, Filip ; Paul, Jérôme ; Vermeire, Séverine ; Veereman, Geneviève. Long-term Outcomes with Anti-TNF Therapy and Accelerated Step-up in the Prospective Pediatric Belgian Crohn's Disease Registry (BELCRO).. In: Inflammatory Bowel Diseases, , p. 1 (2017). doi:10.1097/MIB.0000000000001193 (Accepté/Sous presse). http://hdl.handle.net/2078.1/186511

  • 2015
  • Lombard, Catherine ; André, Floriane ; Paul, Jérôme ; Wanty, Catherine ; Vosters, Olivier ; Bernard, Pierre ; Pilette, Charles ; Dupont, Pierre ; Sokal, Etienne ; Smets, Françoise. Clinical Parameters vs Cytokine Profiles as Predictive Markers of IgE-Mediated Allergy in Young Children.. In: PLoS One, Vol. 10, no. 7, p. e0132753 [1-12] (2015). doi:10.1371/journal.pone.0132753. http://hdl.handle.net/2078.1/163679

  • Paul, Jérôme ; Dupont, Pierre. Inferring statistically significant features from random forests. In: Neurocomputing, Vol. 150, no.part B, p. 471?480 (20 February 2015). doi:10.1016/j.neucom.2014.07.067. http://hdl.handle.net/2078.1/153478

  • Paul, Jérôme ; D'Ambrosio, Roberto ; Dupont, Pierre. Kernel methods for heterogeneous feature selection. In: Neurocomputing, Vol. 169, p. 187-195 (2015). doi:10.1016/j.neucom.2014.12.098 (Accepté/Sous presse). http://hdl.handle.net/2078.1/162795

  • Communication à un colloque (Conference Paper)
    2014
  • Lombard, Catherine ; André, Floriane ; Paul, Jérôme ; Wanty, Catherine ; Vosters, Olivier ; Bernard, Pierre ; Pilette, Charles ; Dupont, Pierre ; Sokal, Etienne ; Smets, Françoise. Decrease in IL-15 production by cord blood mononuclear cells as a marker of atopic disease. 47th Annual Meeting of the European Society for Pediatric Gastroenterology, Hepatology, and Nutrition (Jerusalem, Israel). In: Journal of Pediatric Gastroenterology and Nutrition, Vol. 58, no.sup 1, p. p534 (june 2014). http://hdl.handle.net/2078.1/180545

  • Paul, Jérôme ; Dupont, Pierre. Kernel methods for mixed feature selection. 22th European Symposium on Artificial Neural Networks (ESANN'14) (Bruges, Belgium, du 23/04/2014 au 25/04/2014). In: ESANN2014, 22th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning, 2014. 9782874190957, 301-306. http://hdl.handle.net/2078.1/140532

  • Paul, Jérôme ; Dupont, Pierre. Statistically interpretable importance indices for Random Forests. 23rd Annual Machine Learning Conference of Belgium and the Netherlands (BENELEARN) (Brussels, Belgium, 06/06/2014). http://hdl.handle.net/2078.1/147350

  • 2013
  • Paul, Jérôme ; Verleysen, Michel ; Dupont, Pierre. Identification of Statistically Significant Features from Random Forests. ECML workshop on Solving Complex Machine Learning Problems with Ensemble Methods (Prague (Czech Republic), du 27/09/2013 au 27/09/2013). In: , 2013. http://hdl.handle.net/2078.1/133615

  • 2012
  • Lombard, Catherine ; André, Floriane ; Wanty, Catherine ; Paul, Jérôme ; Dupont, Pierre ; Sokal, Etienne ; Smets, Françoise. Differences in the cytokine profiles of cord blood mononuclear cells from allergic and non-allergic infants. ESPGHAN 2012 (München Bryggeriet (Munchen Brewery) in Stockholm, du 27/04/2012 au 28/04/2012). http://hdl.handle.net/2078.1/109780

  • Paul, Jérôme ; Verleysen, Michel ; Dupont, Pierre. The stability of feature selection and class prediction from ensemble tree classifiers. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (Bruges (Belgium), du 25/04/2012 au 27/04/2012). In: ESANN 2012 The 20 th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning - Proceedings - Bruges, Belgium from 25 to 27 April 2012 ., 2012. 978-2-87419-047-6, 263-268. http://hdl.handle.net/2078.1/113825

  • Thèse (Dissertation)
    2015
  • Paul, Jérôme. Feature selection from heterogeneous biomedical data, prom. : Dupont, Pierre, 29/06/2015. http://hdl.handle.net/2078.1/165076