Kevin Françoisse

Publication Activity (10 Years)

Years Active: 2008-2017
Publications (10 Years): 1

Top Topics

Collaborative Recommendation

Discriminant Analysis

Top Venues

Neural Networks

IEEE Trans. Neural Networks Learn. Syst.

Pattern Recognit. Lett.

Publications

Kevin Françoisse, Ilkka Kivimäki, Amin Mantrach, Fabrice Rossi, Marco Saerens
A bag-of-paths framework for network data analysis. Neural Networks 90 (2017)
Bertrand Lebichot, Ilkka Kivimäki, Kevin Françoisse, Marco Saerens
Semisupervised Classification Through the Bag-of-Paths Group Betweenness. IEEE Trans. Neural Networks Learn. Syst. 25 (6) (2014)
Kevin Françoisse, François Fouss, Marco Saerens
A link-analysis-based discriminant analysis for exploring partially labeled graphs. Pattern Recognit. Lett. 34 (2) (2013)
François Fouss, Kevin Françoisse, Luh Yen, Alain Pirotte, Marco Saerens
An experimental investigation of kernels on graphs for collaborative recommendation and semisupervised classification. Neural Networks 31 (2012)
Bertrand Lebichot, Ilkka Kivimäki, Kevin Françoisse, Marco Saerens
Semi-Supervised Classification Through the Bag-of-Paths Group Betweenness CoRR (2012)
Amin Mantrach, Luh Yen, Jérôme Callut, Kevin Françoisse, Masashi Shimbo, Marco Saerens
The Sum-over-Paths Covariance Kernel: A Novel Covariance Measure between Nodes of a Directed Graph. IEEE Trans. Pattern Anal. Mach. Intell. 32 (6) (2010)
Jérôme Callut, Kevin Françoisse, Marco Saerens, Pierre Dupont
Semi-supervised Classification from Discriminative Random Walks. ECML/PKDD (1) (2008)