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1. • Journal article

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   A Supervised Machine Learning Classification Framework for Clothing Products’ Sustainability

   Satinet, Chloé[UCL] Fouss, François[UCL] (2022) Sustainability — Vol. 14, no. 3 (2022)
2. • Speech

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   Filter-bubble created by collaborative filtering algorithms themselves, fact or fiction? An experimental comparison

   Vancompernolle Vromman, Flore[UCL] Fouss, François[UCL] (2021) Proceedings of the Data Analytics on Social Media Workshop of the 2021 IEEE/WIC/ACM International Conference on Web Intelligence —
3. • WorkingPaper

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   Learning with product graphs and multiple labels

   Sommer, Felix[UCL] Fouss, François[UCL] (2014)
4. • Journal article

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   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)
5. • WorkingPaper

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   A probabilistic reputation model

   Fouss, François[UCL] Achbany, Youssef[UCL] Saerens, Marco[UCL] (2008)
6. • Speech

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   A Supervised Machine Learning Classification Framework for Clothing Products’ Sustainability

   Satinet, Chloé[UCL] Fouss, François[UCL] (2021) Conférence sur la recherche interdisciplinaire et transdisciplinaire « Transition et Développement durable ». — Louvain-la-Neuve
7. • Speech

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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[FUCAM] Dupont, Pierre (2004) Lecture Notes in Computer Science — Vol. 3201, p. 371-383 (2004)
8. • Speech

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   Recommender systems: the case of repeated interaction in matrix factorization

   Sommer, Félix[UCL] Lecron, Fabian Fouss, François[UCL] (2017) International Conference on Web Intelligence — Leipzig, Germany
9. • Speech

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

   Vandenbulcke, Virginie[UCL] Ducarroz, Caroline[UCL] Fouss, François[UCL] (2017) EMAC (European Marketing Academy) - 46th Annual Conference — Groningen (Netherlands)
10. • Speech

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    Web recommendation system based on a Markov-chain model

    Fouss, François[UCL] Saerens, Marco[UCL] Pirotte, Alain[FUCAM] Kolp, Manuel[UCL] Faulkner, Stéphane[FUNDP] (2005) International Conference on Enterprise Information Systems (ICEIS 2005) — Miami, USA
11. • 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)
12. • BookChapter

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    Introduction to recommender systems

    Fouss, François[UCL] (2010) Collaborative search and communities of interest [electronic resource] : trends in knowledge sharing and assessment — [ISBN : 9781615208425]
13. • Speech

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    HITS is principal components analysis

    Saerens, Marco[UCL] Fouss, François[UCL] (2005) 2005 IEEE/ACM International Joint Conference on Web Intelligence —
14. • Journal article

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    A closer-to-reality model for comparing relevant dimensions of recommender systems, with application to novelty

    Fouss, François[UCL] Fernandes, Elora[UCL] (2021) Information — Vol. 12, no.12, p. 500 (2021)
15. • Journal article

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    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)
16. • WorkingPaper

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    Evaluationg the impact of personalized recommendations : Application in the mass-retailing sector

    vandenbulcke virginie Ducarroz, Caroline[UCL] Fouss, François[UCL] (2014)
17. • 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)
18. • 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)
19. • 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)
20. • 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)
21. • 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
22. • 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)
23. • 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
24. • Speech

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    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 —
25. • 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)

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