Kevin Françoisse

According to our database, Kevin Françoisse authored at least 8 papers between 2008 and 2017.

Collaborative distances:

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

2017

A bag-of-paths framework for network data analysis.

Kevin Françoisse, Ilkka Kivimäki, Amin Mantrach, Fabrice Rossi, Marco Saerens

Neural Networks, 2017

2014

Semisupervised Classification Through the Bag-of-Paths Group Betweenness.

Bertrand Lebichot, Ilkka Kivimäki, Kevin Françoisse, Marco Saerens

IEEE Trans. Neural Networks Learn. Syst., 2014

2013

A link-analysis-based discriminant analysis for exploring partially labeled graphs.

Kevin Françoisse, François Fouss, Marco Saerens

Pattern Recognit. Lett., 2013

2012

An experimental investigation of kernels on graphs for collaborative recommendation and semisupervised classification.

François Fouss, Kevin Françoisse, Luh Yen, Alain Pirotte, Marco Saerens

Neural Networks, 2012

Semi-Supervised Classification Through the Bag-of-Paths Group Betweenness

Bertrand Lebichot, Ilkka Kivimäki, Kevin Françoisse, Marco Saerens

CoRR, 2012

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

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