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1. • Journal article

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   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)
2. • Speech

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   Evaluating performance of recommender systems: An experimental comparison

   Fouss, François[UCL] Saerens, Marco[UCL] (2008) IEEE/WIC/ACM International Conference on Web Intelligence — Sydney, Australia
3. • WorkingPaper

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   A probabilistic reputation model

   Fouss, François[UCL] Achbany, Youssef[UCL] Saerens, Marco[UCL] (2008)
4. • WorkingPaper

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   Graph-based fraud detection with the free energy distance

   Courtain, Sylvain[UCL] Lebichot, Bertrand[UCL] Kivimaki, Ilkka Saerens, Marco[UCL] (2019)
5. • Speech

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   Some relationships between between Kleinberg’s hubs and authorities, correspondence analysis and Markov chains

   Fouss, François[UCL] Renders, Jean-Marc Saerens, Marco[UCL] (2004) 7th International Conference on the Statistical Analysis of Textual Data —
6. • Speech

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   A Novel Way of Computing Dissimilarities between Nodes of a Graph, with Application to Collaborative Filtering

   Fouss, François[UCL] Pirotte, Alain[UCL] Saerens, Marco[UCL] (2004) Proceedings of the Workshop on Statistical Approaches for Web Mining —
7. • Speech

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   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
8. • WorkingPaper

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   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)
9. • Speech

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   Yet another method for combining experts opinions

   Saerens, Marco[UCL] Fouss, François[UCL] (2004) 5th International Workshop on Multiple Classifier Systems —
10. • Speech

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    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
11. • Journal article

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    Yet another method for combining classifiers outputs: A maximum entropy approach

    Fouss, François[UCL] Saerens, Marco[UCL] (2004) Lecture Notes in Computer Science — Vol. 3077 (2004)
12. • Speech

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    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
13. • Speech

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    Dynamic Task Allocation Wihin an Open Service-Oriented Architecture

    Jureta, Ivan[FUNDP] Faulkner, Stéphane[FUNDP] Achbany, Youssef[UCL] Saerens, Marco[UCL] (2007) 6th international joint conference on Autonomous agents and multiagent systems — Honolulu, Hawaii
14. • Journal article

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    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)
15. • Journal article

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    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)
16. • WorkingPaper

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    A maximum entropy approach to multiple classifiers combination

    Fouss, François[UCL] Saerens, Marco[UCL] (2004)
17. • Speech

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    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
18. • WorkingPaper

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    Links between Kleinberg's hubs and authorities, correspondence analysis, and Markov chains

    Fouss, François[UCL] Renders, Jean-Michel Saerens, Marco[UCL] (2003)
19. • Speech

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    The Application of New Concepts of Dissimilarities between Nodes of a Graph to Collaborative Filtering

    Fouss, François[UCL] Pirotte, Alain[FUCAM] Saerens, Marco[UCL] (2004) Workshop on Statistical Approaches for Web Mining (SAWM) — Pisa, Italy
20. • Speech

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    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
21. • WorkingPaper

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    Dynamic Web Service Composition within a Service-Oriented Architecture

    Jureta, Ivan[FUNDP] Faulkner, Stéphane[FUNDP] Achbany, Youssef[UCL] Saerens, Marco[UCL] (2007)
22. • Speech

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    Links between Kleinberg's hubs and authorities, correspondence analysis and Markov chains

    Fouss, François[UCL] Renders, Jean-Michel Saerens, Marco[UCL] (2003) IEEE International Conference on Data Mining (ICDM 2003) — Melbourne, USA
23. • Journal article

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    Any reasonable cost function can be used for a posteriori probability approximation

    Saerens, Marco[UCL] Latinne, Patrice Decaestecker, Christine (2002) IEEE Transactions on Neural Networks — Vol. 13, no. 1, p. 1204-1210 (2002)
24. • WorkingPaper

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    Randomized Shortest Paths with Net Flows and Capacity Constraints

    Courtain, Sylvain[UCL] Leleux, Pierre[UCL] Kivimäki, Ilkka Saerens, Marco[UCL] (2019)
25. • WorkingPaper

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    Clustering using a Sum-Over-Forests weighted kernel k-means approach

    Sommer, Felix[UCL] Fouss, François[UCL] Saerens, Marco[UCL] (2015)

Pages