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1. • WorkingPaper

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   In-Processing and Post-Processing Strategies for Balancing Accuracy and Sustainability in Product Recommendations

   Satinet, Chloé[UCL] Fouss, François[UCL] Saerens, Marco[UCL] Leleux, Pierre[UCL] (2023)
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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   Analyse oriente objet de processus sidérurgiques de type cokier

   Donnay, Aymerick[UCL] Fouss, François[UCL] Kolp, Manuel[UCL] Massart, David[UCL] Pirotte, Alain[UCL] (2003)
4. • 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)
5. • 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)
6. • 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)
7. • WorkingPaper

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   The principal components analysis of a graph and its relationships to spectral clustering

   Saerens, Marco[UCL] Fouss, François[UCL] Yen, Luh Dupont, Pierre (2005)
8. • 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)
9. • Journal article

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   Le Big Data est à nous!

   Fouss, François[UCL] (2015) La Libre — Vol. /, no./, p. / (2015)
10. • 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 —
11. • Speech

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    Collaborative filtering based on random walks on a graph

    Saerens, Marco[UCL] Fouss, François[UCL] Dupont, Pierre Pirotte, Alain[UCL] (2004) Workshop on Large Networks — UCL, LLN
12. • 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 —
13. • Journal article

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    A probabilistic reputation model based on transaction ratings

    Fouss, François[UCL] Achbany, Youssef[UCL] Saerens, Marco[UCL] (2010) Information Sciences — Vol. 180, no. 11, p. 2095-2123 (Juin 2010)
14. • WorkingPaper

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    Modularity-driven kernel k-means for community detection

    Sommer, Felix[UCL] Fouss, François[UCL] Saerens, Marco[UCL] (2017)
15. • Speech

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    Improving accuracy by reducing the importance of hubs in nearest-neighbor recommendations

    Van Parijs, Clémentine[UCL] Fouss, François[UCL] (2014) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning — Bruges
16. • Speech

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    Recommandations collaboratives personnalisées : Quel impact sur le comportement du consommateur en grande distribution ?

    Vandenbulcke, Virginie[UCL] Ducarroz, Caroline[UCL] Fouss, François[UCL] (2017) 33ème Congrès International de l'AFM (Association Française du Marketing) — Tours, France
17. • Journal article

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    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)
18. • WorkingPaper

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    Personalized Collaborative recommenations in the Mass-retailing Sector: the Impact of the Recommended Products and the Accompanying Message on Consume Behavior

    vandenbulcke virginie Ducarroz, Caroline[UCL] Fouss, François[UCL] (2017)
19. • Journal article

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    An Optimization Model for Collaborative Recommendation Using a Covariance-Based Regularizer

    Lecron, Fabian Fouss, François[UCL] (2018) Data Mining and Knowledge Discovery — Vol. 32, no.3, p. 651-674 (2018)
20. • Speech

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    A Framework for QoS Driven Selection of Services

    Herssens, Caroline[UCL] Faulkner, Stéphane[FUNDP] Fouss, François[UCL] Jureta, Ivan[FUNDP] (2008) IEEE International Conference on Services Computing — Honolulu, Hawaii, USA
21. • Journal article

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    The Sum-over-Forests density index: identifying dense regions in a graph

    Senelle, Mathieu[UCL] Garcia Diez, Silvia[UCL] Mantrach, Amin Shimbo, Masashi Saerens, Marco[UCL] Fouss, François[UCL] (2014) IEEE Transactions on Pattern Analysis and Machine Intelligence — Vol. 36, no. 6, p. 1268-1274 (2014)
22. • Journal article

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    Modularity-driven kernel k-means for community detection

    Sommer, Félix[UCL] Fouss, François[UCL] Saerens, Marco[UCL] (2017) Lecture Notes in Computer Science - ICANN 2017 International Conference on Artificial Neural Networks — Vol. 10614, p. 423-433 (2017)
23. • Journal article

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    Random-walk computation of similarities between nodes of a graph, with application to collaborative recommendation

    Fouss, François[UCL] Pirotte, Alain[UCL] Renders, Jean-Michel Saerens, Marco[UCL] (2007) IEEE Transactions on Knowledge and Data Engineering — Vol. 19, no. 3, p. 355-369 (Mars 2007)
24. • Journal article

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    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)
25. • Journal article

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    Continually Learning Optimal Web Service Compositions

    Achbany, Youssef[UCL] Jureta, Ivan[FUNDP] Faulkner, Stéphane[FUNDP] Fouss, François[UCL] (2008) IEEE Transactions on Services Computing — Vol. 1, Iss. 3, p. 141-154 (2008)

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