Classification in Graphs using Discriminative Random Walks. - Jérôme Callut; Kevin Françoisse; Marco Saerens; Pierre Dupont (MLG@ICML, 2008)

Semi-supervised Classification from Discriminative Random Walks. - Jérôme Callut; Kevin Françoisse; Marco Saerens; Pierre Dupont (ECML/PKDD (1), 2008)

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)

Semi-Supervised Classification Through the Bag-of-Paths Group Betweenness - Bertrand Lebichot; Ilkka Kivimäki; Kevin Françoisse; Marco Saerens (CoRR, 2012)

An experimental investigation of kernels on graphs for collaborative recommendation and semisupervised classification. - François Fouss; Kevin Françoisse; Luh Yen; Alain Pirotte 001; Marco Saerens (Neural Networks, 2012)

A link-analysis-based discriminant analysis for exploring partially labeled graphs. - Kevin Françoisse; François Fouss; Marco Saerens (Pattern Recognit. Lett., 2013)

Semisupervised Classification Through the Bag-of-Paths Group Betweenness. - Bertrand Lebichot; Ilkka Kivimäki; Kevin Françoisse; Marco Saerens (IEEE Trans. Neural Networks Learn. Syst., 2014)

A bag-of-paths framework for network data analysis. - Kevin Françoisse; Ilkka Kivimäki; Amin Mantrach; Fabrice Rossi; Marco Saerens (Neural Networks, 2017)