Jérôme Callut

According to our database, Jérôme Callut authored at least 11 papers between 2004 and 2010.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2010

The Sum-over-Paths Covariance Kernel: A Novel Covariance Measure between Nodes of a Directed Graph.

Amin Mantrach, Luh Yen, Jérôme Callut, Kevin Françoisse, Masashi Shimbo, Marco Saerens

IEEE Trans. Pattern Anal. Mach. Intell., 2010

Pathway discovery in metabolic networks by subgraph extraction.

Karoline Faust, Pierre Dupont, Jérôme Callut, Jacques van Helden

Bioinform., 2010

2008

Semi-supervised Classification from Discriminative Random Walks.

Jérôme Callut, Kevin Françoisse, Marco Saerens, Pierre Dupont

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2008

Classification in Graphs using Discriminative Random Walks.

Jérôme Callut, Kevin Françoisse, Marco Saerens, Pierre Dupont

Proceedings of the 6th Workshop on Mining and Learning with Graphs, 2008

2007

First passage times dynamics in Markov Models with applications to HMM : induction, sequence classification and graph mining.

Jérôme Callut

PhD thesis, 2007

Learning Partially Observable Markov Models from First Passage Times.

Jérôme Callut, Pierre Dupont

Proceedings of the Machine Learning: ECML 2007, 2007

2006

Sequence Discrimination Using Phase-Type Distributions.

Jérôme Callut, Pierre Dupont

Proceedings of the Machine Learning: ECML 2006, 2006

2005

F_β support vector machines.

Jérôme Callut, Pierre Dupont

Proceedings of the IEEE International Joint Conference on Neural Networks, 2005

Inducing Hidden Markov Models to Model Long-Term Dependencies.

Jérôme Callut, Pierre Dupont

Proceedings of the Machine Learning: ECML 2005, 2005

Séparateurs à Vaste Marge Optimisant la Fonction F_beta.

Jérôme Callut, Pierre Dupont

Proceedings of the Actes de CAP 05, Conférence francophone sur l'apprentissage automatique, 2005

2004

A Markovian Approach to the Induction of Regular String Distributions.

Jérôme Callut, Pierre Dupont

Proceedings of the Grammatical Inference: Algorithms and Applications, 2004