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Displaying 1 - 25 of 27 results.

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    • Speech
    Data Visualization with Nonlinear Projections
    Verleysen, Michel[UCL] (2011) Statistique et Informatique pour les Sciences Humaines et Sociales — Paris (France)
    • Speech
    High-dimensional data analysis: Looking for fast models ?
    Verleysen, Michel[UCL] (2011) International Symposium on Extreme Learning Machines (ELM 2011) — Hangzhou (China)
    • Speech
    An hybrid approach to feature selection for mixed categorical and continuous data
    Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2011) International Conference on Knowledge Discovery and Information Retrieval (KDIR 2011) — Paris (France)
    • Speech
    Feature selection for supervised inter-patient heart beat classification
    Doquire, Gauthier[UCL] de Lannoy, Gaël[UCL] François, Damien[UCL] Verleysen, Michel[UCL] (2011) 4th International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2011) — Roma (Italy)
    • Speech
    Graph Laplacian for Semi-supervised Feature Selection in Regression Problems
    Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2011) 11th international work-conference on artificial neural networks (IWANN 2011) — Torremolinos (Spain)
    • Speech
    Feature Selection for Multi-label Classification Problems
    Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2011) 11th international work-conference on artificial neural networks (IWANN 2011) — Torremolinos (Spain)
    • Speech
    Dimensionality Reduction of EEG for Classification using Mutual Information and SVM
    Guerrero-Mosquera, Carlos Verleysen, Michel[UCL] Navia Vazquez, Angel (2011) IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2011) — Beijing (China)
    • Journal article
    Parameter-insensitive kernel in extreme learning for non-linear support vector regression
    Frénay, Benoît[UCL] Verleysen, Michel[UCL] (2011) Neurocomputing — Vol. 74, no.16, p. 2526-2531 (September 2011)
    • Speech
    Class-Specific Feature Selection for One-Against-All Multiclass SVMs
    de Lannoy, Gaël[UCL] François, Damien[UCL] Verleysen, Michel[UCL] (2011) Proceedings of the 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2011) — Bruges (Belgium)
    • Speech
    Feature selection with mutual information for uncertain data
    Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2011) 13th International Conference on Data Warehousing anf Knowledge Discovery (DaWaK 2011) — Toulouse (France)
    • Speech
    Machine learning for high-dimensional data: the curse of dimensionality, feature selection and manifold learning
    Verleysen, Michel[UCL] (2011) Computational Intelligence in Healthcare summer school (CIHC 2011) — Eindhoven (The Netherlands)
    • Speech
    Mutual information for feature selection with missing data
    Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2011) European Symposium on Artificial Neural Networks (ESANN 2011) — Bruges
    • Speech
    Feature selection for high-dimensional data analysis
    Verleysen, Michel[UCL] (2011) 2011 International Conference on Neural Computation Theory and Applications (NCTA 2011) — Paris (France)
    • Journal article
    Feature selection for supervised inter-patient heart beat classification
    Doquire, Gauthier[UCL] de Lannoy, Gaël[UCL] François, Damien[UCL] Verleysen, Michel[UCL] (2011) Computational Intelligence and Neuroscience — Vol. 2011, no. 643816, p. 1-9 (2011)
    • BookChapter
    Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification.
    de Lannoy, Gaël[UCL] François, Damien[UCL] Delbeke, Jean[UCL] Verleysen, Michel[UCL] (2011) Biomedical Engineering Systems and Technologies: Third International Joint Conference, BIOSTEC 2010, Valencia, Spain, January 20-23, 2010, Revised Selected Papers — [ISBN : 978-3-642-18471-0]
    • BookChapter
    Choosing the Metric: A Simple Model Approach
    François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2011) Meta-Learning in Computational Intelligence — [ISBN : 978-3-642-20979-6]
    • Speech
    Label Noise-Tolerant Hidden Markov Models for Segmentation: Application to ECGs
    Frénay, Benoît[UCL] de Lannoy, Gaël[UCL] Verleysen, Michel[UCL] (2011) European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2011) — Athens (Greece)
    • Speech
    Mutual information for feature selection with missing data
    Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2011) 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning — Bruges (Belgium)
    • Speech
    Mutual information based feature selection for mixed data
    Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2011) 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2011) — Bruges (Belgium)
    • Speech
    Aircraft Engine Fleet Monitoring Using Self-Organizing Maps and Edit Distance
    Côme, Etienne Cottrell, Marie Verleysen, Michel[UCL] Lacaille, Jérôme (2011) 8th Workshop on Self-Organizing Maps (WSOM 2011) — Espoo (Finland)
    • Speech
    Nonlinear Dimensionality Reduction and Feature Selection
    Verleysen, Michel[UCL] (2011) 12th EANN / 7th AIAI Joint Conference 2011 — Corfu (Greece)
    • Speech
    Information theoretic feature selection for non-standard data
    Verleysen, Michel[UCL] (2011) STATLEARN 2011, Challenging problems in Statistical Learning — Grenoble (France)
    • Journal article
    Mode estimation in high-dimensional spaces with flat-top kernels: Application to image denoising
    De Decker, Arnaud[UCL] François, Damien[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2011) Neurocomputing — Vol. 74, no. 9, p. 1402-1410 (April 2011)

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