Members

Jérôme Callut

Contact Information

Jérôme Callut
PhD



Belgium

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Biography

Jérôme Callut

Previous Member



Publications

Communication à un colloque (Conference Paper)
2008
  • Faust, Karoline ; Callut, Jérôme ; Dupont, Pierre ; van Helden, Jacques. Inference of pathways from metabolic networks by subgraph extraction. Second International Workshop on Machine Learning in Systems Biology (MLSB) (Brussel, Belgium, du 13/09/2008 au 14/09/2008). http://hdl.handle.net/2078.1/87497

  • 2007
  • Faust, Karoline ; Dupont, Pierre ; Callut, Jérôme ; van Helden, Jacques. Inference of pathways from metabolic networks by subgraph extraction. Benelux bioinformatics conference BBC07 (Leuven, Belgium, du 12/11/2007 au 13/11/2007). http://hdl.handle.net/2078.1/87485

  • Callut, Jérôme ; Dupont, Pierre. Learning partially observable Markov models from first passage times. Machine Learning: ECML 2007. 18th European Conference on Machine Learning (Warsaw, Poland, du 17/09/2007 au 21/09/2007). In: Machine Learning: ECML 2007. Proceedings 18th European Conference onMachine Learning. (Lecture Notes in Artificial Intelligence vol. 4701), Springer-verlag, 2007. 3-540-74957-8, 91-103. http://hdl.handle.net/2078.1/67839

  • 2005
  • Callut, Jérôme ; Dupont, Pierre. Séparateurs à vaste marge optimisant la fonction Fbeta. CAp 2005, Conférence d'Apprentissage (Nice, France, du 31/05/2005 au 03/06/2005). http://hdl.handle.net/2078.1/108973

  • Document de travail (Working Paper)
    2006
  • Dupont, Pierre ; Callut, Jérôme ; Dooms, Grégoire ; Monette, Jean-Noël ; Deville, Yves. Relevant subgraph extraction from random walks in a graph, 2006. 1-30 p. http://hdl.handle.net/2078.1/109752

  • 2005
  • Callut, Jérôme ; Dupont, Pierre. Learning hidden Markov models to fit long-term dependencies, 2005. 28 p. http://hdl.handle.net/2078.1/109549

  • Thèse (Dissertation)
    2007
  • Callut, Jérôme. First passage times dynamics in Markov Models with applications to HMM : induction, sequence classification and graph mining, prom. : Dupont, Pierre, 2007-10-12. http://hdl.handle.net/2078.1/5152