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1. • Journal article

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   Time series prediction competition: The CATS benchmark

   Lendasse, Amaury Oja, Erkki Simula, Olli Verleysen, Michel[UCL] (2007) Neurocomputing — Vol. 70, no. 13-15, p. 2325-2329 (2007)
2. • Journal article

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   The concentration of fractional distances

   François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2007) IEEE Transactions on Knowledge & Data Engineering — Vol. 19, no. 7, p. 873-886 (2007)
3. • Journal article

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   Forecasting the CATS benchmark with the Double Vector Quantization method

   Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Cottrell, Marie Verleysen, Michel[UCL] (2007) Neurocomputing — Vol. 70, no. 13-15, p. 2400-2409 (2007)
4. • WorkingPaper

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   Modelling and Forecasting financial time series of «tick data» by functional analysis and neural networks

   Dablemont, Simon[UCL] Van Bellegem, Sébastien[UCL] Verleysen, Michel[UCL] (2007)
5. • Speech

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   Forecasting high and low of financial time series by particle filters and Kalman filters

   Dablemont, Simon[UCL] Van Bellegem, Sébastien[UCL] Verleysen, Michel[UCL] (2007) —
6. • Journal article

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   Resampling methods for parameter-free and robust feature selection with mutual information

   François, Damien[UCL] Rossi, Fabrice Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2007) Neurocomputing — Vol. 70, no. 7-9, p. 1265-1275 (2007)
7. • Speech

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   Une Taxonomie des Trajectoires de Croissance Initiale des jeunes Entreprises

   Diambeidou, M.B[UCL] Verleysen, Michel[UCL] Gailly, Benoît[UCL] (2007) 5e Congrès International de l'Académie de l'Entrepreneuriat — Sherbrooke (Canada)
8. • Journal article

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   Fast selection of spectral variables with B-spline compression

   Rossi, Fabrice François, Damien[UCL] Wertz, Vincent[UCL] Meurens, Marc[UCL] Verleysen, Michel[UCL] (2007) Chemometrics and Intelligent Laboratory Systems — Vol. 86, no. 2, p. 208-218 (2007)
9. • Journal article

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   Les trajectoires de croissance des jeunes entreprises

   Biga Diambeidou, Mahamadou[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] Janssen, Frank[UCL] Gailly, Benoît[UCL] François, Damien[UCL] (2007) Gestion 2000 — Vol. 24, no. 3, p. 83-102 (2007)
10. • Speech

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    Feature selection with mutual information and resampling

    Verleysen, Michel[UCL] (2007) Dagstuhl seminar "Similary-based clustering and its application to medicine and biology" — Dagstuhl (Germany)
11. • Book

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    15th European Symposium On Artificial Neural Networks - Advances in Computational Intelligence and Learning 2007: Proceedings

    Verleysen, Michel[UCL] (2007)
12. • Journal article

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    A minimum-range approach to blind extraction of bounded sources.

    Vrins, Frédéric[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2007) IEEE Transactions on Neural Networks — Vol. 18, no. 3, p. 809-822 (2007)
13. • Speech

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    Independent Component Analysis and Nonlinear Projections

    Verleysen, Michel[UCL] (2007) Artificial Perception doctoral school — Universidad del Pais Vasco (Spain)
14. • BookChapter

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    Is the general form of Renyi's entropy a contrast for source separation?

    Vrins, Frédéric[UCL] Dinh-Tuan Pham Verleysen, Michel[UCL] (2007) Independent Component Analysis and Signal Separation, ICA 2007 — [ISBN : 3-540-74493-2]
15. • Journal article

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    Mixing and non-mixing local minima of the entropy contrast for blind source separation

    Vrins, Frédéric[UCL] Pham, Dinh-Tuan Verleysen, Michel[UCL] (2007) IEEE Transactions on Information Theory — Vol. 53, no. 3, p. 1030-1042 (2007)
16. • Speech

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    Sélection de variables par information mutuelle et rééchantillonnage

    Verleysen, Michel[UCL] (2007) SAMOS-MATISSE-CES — Université Paris 1 Panthéon-Sorbonne (France)
17. • Journal article

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    High-dimensional delay selection for regression models with mutual information and distance-to-diagonal criteria

    Simon, Geoffroy[UCL] Verleysen, Michel[UCL] (2007) Neurocomputing — Vol. 70, no. 7-9, p. 1265-1275 (2007)
18. • Journal article

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    Modelling the quality of enantiomeric separations using Mutual Information as an alternative variable selection technique

    Caetano, Sonia Krier, Catherine[UCL] Verleysen, Michel[UCL] Heyden, Yvan Vander (2007) Analytica Chimica Acta — Vol. 602, no. 1, p. 37-46 (2007)
19. • Book

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    Nonlinear dimensionality reduction

    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2007)
20. • WorkingPaper

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    Comparison of some chemometric tools for metabonomics biomarker identification

    Rousseau, Réjane[UCL] Govaerts, Bernadette[UCL] Verleysen, Michel[UCL] Boulanger, Bruno (2007)
21. • Journal article

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    DD-HDS: A method for visualization and exploration of high-dimensional data

    Lespinats, Sylvain Verleysen, Michel[UCL] Giron, Alain Fertil, Bernard (2007) IEEE Transactions on Neural Networks — Vol. 18, no. 5, p. 1265-1279 (2007)
22. • Speech

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    Time series prediction and the curse of dimensionality

    Verleysen, Michel[UCL] (2007) European Symposium on Time Series Prediction (ESTSP 2007) — Helsinki (Finland)
23. • Speech

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    Learning High-Dimensional Data with Artificial Neural Networks

    Verleysen, Michel[UCL] (2007) n/a — University of Groningen (The Netherlands)
24. • Journal article

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    Robust Bayesian clustering.

    Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2007) Neural networks : the official journal of the International Neural Network Society — Vol. 20, no. 1, p. 129-138 (2007)
25. • Speech

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    Information-theoretic feature selection for the classification of hysteresis curves

    Gomez-Verdejo, Vanessa Verleysen, Michel[UCL] Fleury, Jérôme (2007) International Work-Conference on Artificial Neural Networks (IWANN'07) — San Sebastian (Spain)

Pages