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Displaying 14 results.
    • Speech
    Information theoretic feature selection for high-dimensional data analysis
    Verleysen, Michel[UCL] (2012) Workshop "New Challenges in Neural Computation" (NC2) — Graz (Austria)
    • Speech
    Information Visualization, Visual Data Mining and Machine Learning
    Keim, Daniel A. Rossi, Fabrice Seidl, Thomas Verleysen, Michel[UCL] Wrobel, Stefan (2012) Dagstuhl Seminar 12081 — Schloss Dagstuhl-Leibnitz-Zentrum für Informatik (Germany)
    • Journal article
    Feature selection with missing data using mutual information estimators
    Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2012) Neurocomputing — Vol. 90, no.1, p. 3-11 (August 2012)
    • Speech
    On the Potential Inadequacy of Mutual Information for Feature Selection
    Frénay, Benoît[UCL] Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2012) 20th International Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012) — Bruges (Belgium)
    • Speech
    The stability of feature selection and class prediction from ensemble tree classifiers
    Paul, Jérôme[UCL] Verleysen, Michel[UCL] Dupont, Pierre[UCL] (2012) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning — Bruges (Belgium)
    • Speech
    Handling Imprecise Labels in Feature Selection with Graph Laplacian
    Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2012) 2012 International Conference on Pattern Recognition Applications and Methods (ICPRAM 2012) — Vilamoura (Portugal)
    • Journal article
    Weighted conditional random fields for supervised interpatient heartbeat classification
    de Lannoy, Gaël[UCL] François, Damien[UCL] Delbeke, Jean[UCL] Verleysen, Michel[UCL] (2012) IEEE Transactions on Biomedical Engineering — Vol. 59, no. 1, p. 241-7 (2012)
    • Speech
    Cluster homogeneity as a semi-supervised principle for feature selection using mutual information
    Coelho, Frederico Braga, Antonio Padua Verleysen, Michel[UCL] (2012) 20th International Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012) — Bruges (Belgium)
    • Speech
    A Comparison of Multivariate Mutual Information Estimators for Feature Selection
    Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2012) 2012 International Conference on Pattern Recognition Applications and Methods (ICPRAM 2012) — Vilamoura (Portugal)
    • Speech
    Information Visualization, Visual Data Mining and Machine Learning (Dagstuhl Seminar 12081)
    Keim, Danial A. Rossi, Fabrice Seidl, Thomas Verleysen, Michel[UCL] Wrobel, Stefan (2012) Dagstuhl Seminar 12081 — Schloss Dagstuhl-Leibnitz-Zentrum für Informatik (Germany)
    • BookChapter
    Graph-Based Dimensionality Reduction
    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2012) Image Processing and Analysis with Graphs: Theory and Practice — [ISBN : 978-1-4398-5507-2]
    • Speech
    Incremental feature computation and classification for image segmentation
    Bernard, Guillaume[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2012) 20th International Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012) — Bruges (Belgium)
    • Speech
    About the Optimality of Mutual Information for Feature Selection
    Verleysen, Michel[UCL] (2012) International Conference on Neural Information Processing (ICONIP 2012) — Doha (Qatar)