Luh Yen

According to our database, Luh Yen authored at least 13 papers between 2004 and 2012.

Collaborative distances:

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

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

2011

A Link Analysis Extension of Correspondence Analysis for Mining Relational Databases.

Luh Yen, Marco Saerens, François Fouss

IEEE Trans. Knowl. Data Eng., 2011

2010

Proximities on graphs : application to node clustering and visualization.

Luh Yen

PhD thesis, 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

2009

Randomized Shortest-Path Problems: Two Related Models.

Marco Saerens, Youssef Achbany, François Fouss, Luh Yen

Neural Comput., 2009

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

2008

Tuning continual exploration in reinforcement learning: An optimality property of the Boltzmann strategy.

Youssef Achbany, François Fouss, Luh Yen, Alain Pirotte, Marco Saerens

Neurocomputing, 2008

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

Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2008

2007

Graph Nodes Clustering Based on the Commute-Time Kernel.

Luh Yen, François Fouss, Christine Decaestecker, Pascal Francq, Marco Saerens

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2007

2006

An Experimental Investigation of Graph Kernels on a Collaborative Recommendation Task.

François Fouss, Luh Yen, Alain Pirotte, Marco Saerens

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

Optimal Tuning of Continual Online Exploration in Reinforcement Learning.

Youssef Achbany, François Fouss, Luh Yen, Alain Pirotte, Marco Saerens

Proceedings of the Artificial Neural Networks, 2006

2005

clustering using a random walk based distance measure.

Luh Yen, Denis Vanvyve, Fabien Wouters, François Fouss, Michel Verleysen, Marco Saerens

Proceedings of the 13th European Symposium on Artificial Neural Networks, 2005

2004

The Principal Components Analysis of a Graph, and Its Relationships to Spectral Clustering.

Marco Saerens, François Fouss, Luh Yen, Pierre Dupont

Proceedings of the Machine Learning: ECML 2004, 2004