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Displaying 17 results.
    • 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
    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
    • Journal article
    The Sum-over-Paths Covariance Kernel: A Novel Covariance Measure between Nodes of a Directed Graph
    Mantrach, Amin Yen, Luh[UCL] Callut, Jerome[UCL] Francoisse, Kevin[UCL] Shimbo, Masashi Saerens, Marco[UCL] (2010) IEEE Transactions on Pattern Analysis and Machine Intelligence — Vol. 32, no. 6, p. 1112-1126 (2010)
    • 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
    • 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)
    • Speech
    A family of dissimilarity measures between nodes generalizing both the shortest-path and the commute-time distances
    Yen, Luh[UCL] Mantrach, Amin[UCL] Shimbo, Masashi[UCL] Saerens, Marco[UCL] (2008) SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2008) —
    • 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)
    • 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
    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)
    • 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)
    • 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) Lecture Notes in Computer Science — Vol. 3201, p. 371-383 (2004)