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Displaying 14 results.
    • Journal article
    Tuning continual exploration in reinforcement learning: An optimality property of the Boltzmann strategy
    Achbany, Youssef[UCL] Fouss, François[UCL] Yen, Luh[UCL] Pirotte, Alain[UCL] Saerens, Marco[UCL] (2008) Neurocomputing — Vol. 71, no. 13-15, p. 2507-2520 (2008)
    • Speech
    Clustering using a random walk-based distance measure
    Yen, Luh[UCL] VanVyve, Denise J. Wouters, Fabien Fouss, François[UCL] Verleysen, Michel[UCL] Saerens, Marco[UCL] (2005) 13th European Symposium on Artificial Neural Networks —
    • Speech
    Optimal tuning of continual, online, exploration in reinforcement learning
    Achbany, Youssef[UCL] Fouss, François[UCL] Yen, Luh[UCL] Pirotte, Alain[UCL] Saerens, Marco[UCL] (2006) 16th International Conference on Artificial Neural Networks — Berlin
    • WorkingPaper
    A novel way of computing similarities between nodes of a graph, with application to collaborative filtering and subspace projection of the graph nodes
    Fouss, François[UCL] Pirotte, Alain[UCL] Saerens, Marco[UCL] Renders, Jean-Michel Yen, Luh (2006)
    • Journal article
    Optimal Tuning of Continual Online Exploration in Reinforcement Learning
    Achbany, Youssef[UCL] Saerens, Marco[UCL] Pirotte, Alain[FUCAM] Yen, Luh[FUCAM] Fouss, François[UCL] (2006) Lecture Notes in Computer Science — Vol. 4131 (2006)
    • Journal article
    Graph Nodes Clustering based on the Commute-Time Kernel
    Yen, Luh[FUCAM] Saerens, Marco[UCL] Francq, Pascal Decaestecker, Christine Fouss, François[UCL] (2007) Lecture Notes in Computer Science — Vol. 4426, p. 1037-1045 (2007)
    • WorkingPaper
    The principal components analysis of a graph and its relationships to spectral clustering
    Saerens, Marco[UCL] Fouss, François[UCL] Yen, Luh Dupont, Pierre (2005)
    • Speech
    An experimental investigation of graph kernels on a collaborative recommendation task
    Fouss, François[UCL] Yen, Luh[UCL] Pirotte, Alain[UCL] Saerens, Marco[UCL] (2006) IEEE International Conference on Data Mining (ICDM 2006) — Hong Kong, China
    • Speech
    The principal components analysis of a graph, and its relationships to spectral clustering
    Saerens, Marco[UCL] Fouss, François[UCL] Yen, Luh[FUCAM] Dupont, Pierre (2004) Machine Learning: ECML 2004, 15th European Conference on Machine Learning —
    • Speech
    The principle components analysis of a graph, and its relationships to spectral clustering
    Saerens, Marco[UCL] Fouss, François[UCL] Yen, Luh[UCL] Dupont, Pierre[UCL] (2004) Machine Learning: ECML 2004. 15th European Conference on Machine Learning. Proceedings — Pisa, Italy
    • Journal article
    A Link Analysis Extension of Correspondence Analysis for Mining Relational Databases
    Yen, Luh[UCL] Saerens, Marco[UCL] Fouss, François[UCL] (2011) IEEE Transactions on Knowledge and Data Engineering — Vol. 23, no.4, p. 481-495 (2011)
    • Journal article
    An experimental investigation of kernels on graphs for collaborative recommendation and semisupervised classification
    Fouss, François[UCL] Françoisse, Kevin[UCL] Yen, Luh[UCL] Pirotte, Alain[UCL] Saerens, Marco[UCL] (2012) Neural Networks — Vol. 31, p. 53-72 (2012)
    • Journal article
    Graph nodes clustering with the sigmoid commute-time kernel: A comparative study
    Yen, Luh[UCL] Fouss, François[UCL] Decaestecker, Christine Francq, Pascal[UCL] Saerens, Marco[UCL] (2009) Data and Knowledge Engineering — Vol. 68, no. 3, p. 338-361 (Mars 2009)
    • Journal article
    Randomized shortest-path problems: Two related models
    Saerens, Marco[UCL] Fouss, François[UCL] Achbany, Youssef[UCL] Yen, Luh[UCL] (2009) Neural computation — Vol. 21, no. 8, p. 2363-2404 (Août 2009)