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Displaying 1 - 25 of 89 results.

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    • 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
    • Speech
    QL2, a simple reinforcement learning scheme for two-player zero-sum Markov games
    Frénay, Benoît[UCL] Saerens, Marco[UCL] (2009) 18th European Symposium on Artificial Neural Networks — Brugge(Belgium)
    • Journal article
    Adjusting the Outputs of a Classifier to New a Priori Probabilities : A Simple Procedure
    Saerens, Marco[UCL] Latinne, Patrice Decaestecker, Christine (2002) Neural Computation — Vol. 14, no. 1, p. 21-41 (Janvier 2002)
    • Speech
    Some relationships between Kleinberg's hubs and authorities, correspondence analysis, and the Salsa algorithm
    Fouss, François[UCL] Renders, Jean-Michel Saerens, Marco[UCL] (2004) International Conference on the Statistical Analysis of Textual Data (JADT 2004) — Louvain-la-Neuve, Belgium
    • 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)
    • Journal article
    Rminimax: an optimally randomized minimax algorithm
    Garcia Diez, Silvia[UCL] Laforge, Jérôme[UCL] Saerens, Marco[UCL] (2013) IEEE Transactions on Cybernetics — Vol. 43, no.1, p. 385-393 (February 2013)
    • Speech
    Investigating the effectiveness of laplacian-based kernels in hub reduction
    Suzuki, I.[UCL] Hara, K.[UCL] Shimbo, M.[UCL] Matsumoto, Y.[UCL] Saerens, Marco[UCL] (2012) Association for the Advancement of Artificial Intelligence Conference (AAAI 2012) —
    • Speech
    A novel way of computing similarities between nodes of a graph, with application to collaborative recommendation
    Fouss, François[UCL] Renders, Jean-Michel Pirotte, Alain[UCL] Saerens, Marco[UCL] (2005) IEEE WIC/ACM International Joint Conference on Web Intelligence — Compiègne, France
    • Speech
    Dynamic task allocation within an open service-oriented MAS architecture
    Jureta, Ivan[FUNDP] Faulkner, Stéphane[FUNDP] Achbany, Youssef[UCL] Saerens, Marco[UCL] (2007) 2007 International Conference on Autonomous Agents & Multiagent Systems — Honolulu, Hawaii
    • 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 Simple-cycles weighted kernel based on harmony structure for similarity retrieval
    Garcia Diez, Silvia[UCL] Saerens, Marco[UCL] Senelle, Mathieu[FUCaM] Fouss, François[UCL] (2011) Proceedings of the 12th International Society for Music Information Retrieval Conference (ISMIR 2011) — Miami, Florida, USA
    • Speech
    Semi-supervised Classification in Graphs using Bounded Random Walks
    Callut, Jérome[UCL] Dupont, Pierre[UCL] Saerens, Marco[UCL] Françoisse, Kevin[UCL] (2008) 17th Annual Machine Learning Conference of Belgium and the Netherlands (Benelearn) — Liège, Belgium
    • Journal article
    A Link-Analysis-Based Discriminant Analysis for Exploring Partially Labeled Graphs
    Françoisse, Kevin[UCL] Fouss, François[UCL] Saerens, Marco[UCL] (2012) Pattern Recognition Letters — Vol. 34, no. 2, p. 146–154 (2013)
    • Journal article
    Neural networks for classification : An Introduction
    Saerens, Marco[UCL] Decaestecker, Christine (2004) Handbook of Computational Intelligence — (2004)
    • Speech
    Semi-supervised classification from discriminative random walks
    Callut, Jérome[UCL] Françoisse, Kevin[UCL] Dupont, Pierre[UCL] Saerens, Marco[UCL] (2008) European Conference on Machine Learning (ECML 2008) —
    • Speech
    Dynamic Web Service Composition within a Service-Oriented Architecture
    Jureta, Ivan[FUNDP] Faulkner, Stéphane[FUNDP] Achbany, Youssef[UCL] Saerens, Marco[UCL] (2007) 5th International Conference on Web Services — Salk Lake City

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