The Principal Components Analysis of a Graph, and Its Relationships to Spectral Clustering. - Marco Saerens; François Fouss; Luh Yen; Pierre Dupont (ECML, 2004)

clustering using a random walk based distance measure. - Luh Yen; Denis Vanvyve; Fabien Wouters; François Fouss; Michel Verleysen; Marco Saerens (ESANN, 2005)

Optimal Tuning of Continual Online Exploration in Reinforcement Learning. - Youssef Achbany; François Fouss; Luh Yen; Alain Pirotte 001; Marco Saerens (ICANN (1), 2006)

An Experimental Investigation of Graph Kernels on a Collaborative Recommendation Task. - François Fouss; Luh Yen; Alain Pirotte 001; Marco Saerens (ICDM, 2006)

Graph Nodes Clustering Based on the Commute-Time Kernel. - Luh Yen; François Fouss; Christine Decaestecker; Pascal Francq; Marco Saerens (PAKDD, 2007)

A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances. - Luh Yen; Marco Saerens; Amin Mantrach; Masashi Shimbo (KDD, 2008)

Tuning continual exploration in reinforcement learning: An optimality property of the Boltzmann strategy. - Youssef Achbany; François Fouss; Luh Yen; Alain Pirotte 001; Marco Saerens (Neurocomputing, 2008)

Graph nodes clustering with the sigmoid commute-time kernel: A comparative study. - Luh Yen; François Fouss; Christine Decaestecker; Pascal Francq; Marco Saerens (Data Knowl. Eng., 2009)

Randomized Shortest-Path Problems: Two Related Models. - Marco Saerens; Youssef Achbany; François Fouss; Luh Yen (Neural Comput., 2009)

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)

Proximities on graphs : application to node clustering and visualization. - Luh Yen (2010)

A Link Analysis Extension of Correspondence Analysis for Mining Relational Databases. - Luh Yen; Marco Saerens; François Fouss (IEEE Trans. Knowl. Data Eng., 2011)

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)