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    • Speech
    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 —
    • 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 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
    • 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)
    • Speech
    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
    • Speech
    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
    • 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)
    • BookChapter
    Introduction to recommender systems
    Fouss, François[UCL] (2010) Collaborative search and communities of interest [electronic resource] : trends in knowledge sharing and assessment — [ISBN : 9781615208425]
    • Speech
    HITS is principal components analysis
    Saerens, Marco[UCL] Fouss, François[UCL] (2005) 2005 IEEE/ACM International Joint Conference on Web Intelligence —
    • 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)
    • Journal article
    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)
    • Journal article
    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)
    • Speech
    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
    • Journal article
    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)
    • Speech
    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
    • 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 —
    • Journal article
    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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