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Displaying 16 results.
    • Speech
    The delta test: The 1-NN estimator as a feature selection criterion
    Eirola, E. Lendasse, Amaury Corona, F. Verleysen, Michel[UCL] (2014) 2014 International Joint Conference on Neural Networks (IJCNN 201) — Beijing (China)
    • Journal article
    Pointwise probability reinforcements for robust statistical inference
    Frénay, Benoît[UCL] Verleysen, Michel[UCL] (2014) Neural Networks — Vol. 50, p. 124-141 (14 November 2013)
    • Journal article
    Estimating Mutual information for feature selection in the presence of label noise
    Frénay, Benoît[UCL] Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2014) Computational Statistics & Data Analysis — Vol. 71, p. 832-848 (1 May 2013)
    • Speech
    Interactive Dimensionality Reduction for Visual Analytics
    Diaz, Ignacio Cuadrado, Abel A. Pérez, Daniel Garcia, Francisco J. Verleysen, Michel[UCL] (2014) 2014 European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2014) — Bruges (Belgium)
    • Speech
    Recent methods for dimensionality reduction: A brief comparative analysis
    Peluffo Ordoñez, Diego Hernan[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2014) 2014 European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2014) — Bruges (Belgium)
    • Speech
    Multiscale stochastic neighbor embedding: Towards parameter-free dimensionality reduction
    Lee, John Aldo[UCL] Peluffo Ordoñez, Diego Hernan[UCL] Verleysen, Michel[UCL] (2014) 2014 European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2014) — Bruges (Belgium)
    • Book
    22nd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine learning 2014: Proceedings
    Verleysen, Michel[UCL] (2014)
    • Speech
    Automatic Correction of SVM for Drifted Data Classification
    Degeest, Alexandra[UCL] Frénay, Benoît[UCL] Verleysen, Michel[UCL] (2014) 14 ème conférence Extraction et Gestion des Connaissances (EGC 2014) — Rennes (France)
    • BookChapter
    Two key properties of dimensionality reduction methods
    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2014) 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM) — [ISBN : 978-1-4799-4517-7]
    • Speech
    Generalized kernel framework for unsupervised spectral methods of dimensionality reduction
    Peluffo Ordoñez, Diego Hernan[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2014) 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2014) — Orlando (USA)
    • WorkingPaper
    Statistical treatment of 2D-NMR COSY spectra: data preparation, clustering-based repeatability evaluation and comparison with 1H-NMR
    Feraud, Baptiste[UCL] Govaerts, Bernadette[UCL] Verleysen, Michel[UCL] de Tullio, Pascal (2014)
    • Journal article
    SU-C-18A-03: Automatic Organ at Risk Delineation with Machine Learning Techniques
    Bernard, G.[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2014) Medical Physics — Vol. 41, no.6, p. 101 (2014)
    • Journal article
    Short review of dimensionality reduction methods based on stochastic neighbour embedding
    Peluffo Ordoñez, Diego Hernan[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2014) Advances in Self-Organizing Maps and Learning Vector Quantization — Vol. 295, no.part I, p. 65-74 (2014)
    • Speech
    Two key properties of dimensionality reduction methods
    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2014) 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2014) — Orlando (USA)
    • Speech
    Support Vector Machines for Improved IP Detection with Soft Physical Hash Functions
    Gustin, Ludovic[UCL] Durvaux, François[UCL] Kerckhof, Stéphanie[UCL] Standaert, François-Xavier[UCL] Verleysen, Michel[UCL] (2014) 5th International Workshop on Constructive Side-Channel Analysis and Secure Design (COSADE 2014) — Paris (France)
    • Speech
    An advanced clustering approach for assessing the repeatability and statistical relevance of 2D-COSY spectra
    Feraud, Baptiste[UCL] Govaerts, Bernadette[UCL] Verleysen, Michel[UCL] de Tullio, Pascal (2014) 8èmes Journées Scientifiques du Réseau Français de Métabolomique et Fluxomique — Lyon, campus de la Doua