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1. • Speech

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   Perplexity-free t-SNE and twice Student tt-SNE

   De Bodt, Cyril[UCL] Mulders, Dounia[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2018) The European Symposium on Artificial Neural Networks — Bruges
2. • Speech

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   Smoothness Bias in Relevance Estimators for Feature Selection in Regression

   Degeest, Alexandra[UCL - Haute-Ecole Bruxelles Brabant - ISIB, Brussels, Belgium] Verleysen, Michel[UCL] Frénay, Benoît (2018) 14th International Conference on Artificial Intelligence Applications and Innovations (AIAI 2018) — Rhodes (Greece)
3. • Speech

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   Comparison Between Filter Criteria for Feature Selection in Regression

   Degeest, Alexandra[UCL] Verleysen, Michel[UCL] Frénay, Benoît (2019) ICANN 2019 — Munich
4. • Speech

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   Spatial Filtering of EEG Signals to Identify Periodic Brain Activity Patterns

   Mulders, Dounia[UCL] De Bodt, Cyril[UCL] Lejeune, Nicolas[UCL] Mouraux, André[UCL] Verleysen, Michel[UCL] (2018) International Conference on Latent Variable Analysis and Signal Separation — Guildford
5. • Speech

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   Perplexity-free Parametric t-SNE

   Crecchi Francesco De Bodt, Cyril[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] Bacciu Davide (2020) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning —
6. • Journal article

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   Fast Multiscale Neighbor Embedding

   De Bodt, Cyril[UCL] Mulders, Dounia[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2020) IEEE Transactions on Neural Networks and Learning Systems — Vol. 33, no. 4, p. 1546 - 1560 (2022)
7. • BookChapter

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   Empirical Taxonomy of Start-Up Firms Growth Trajectories

   Diambeidou, M.B Wertz, Vincent[UCL] Verleysen, Michel[UCL] Gailly, Benoît François, Damien[UCL] (2008) The Dynamics Between Entrepreneurship, Environment and Education — [ISBN : 9781847205711]
8. • 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)
9. • 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)
10. • 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)
11. • Journal article

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    Mutual information for the selection of relevant variables in spectrometric nonlinear modelling

    Rossi, Fabrice Lendasse, Amaury François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2006) Chemometrics and Intelligent Laboratory Systems — Vol. 80, no. 2, p. 215-226 (2006)
12. • Speech

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    LS-SVM hyperparameter selection with a nonparametric noise estimator

    Lendasse, Amaury Ji, Jongnan Reyhani, Nima Verleysen, Michel[UCL] (2005) 15th International Conference on Artificial Neural Networks (ICANN 2005) — Warsaw (Poland)
13. • Speech

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    The curse of dimensionality in data mining and time series prediction

    Verleysen, Michel[UCL] François, Damien[UCL] (2005) 8th International Work-Conference on Artificial Neural Networks (IWANN 2005) — Barcelona (Spain)
14. • Speech

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    Manifold constrained variational mixtures

    Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2005) 15th International Conference on Artificial Neural Networks (ICANN 2005) — Warsaw (Poland)
15. • Speech

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    Time series forecasting: Obtaining long term trends with self-organizing maps

    Simon, Geoffroy[UCL] Lendasse, Amauri Cottrell, Marie Fort, JC Verleysen, Michel[UCL] (2005) 1st IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition — Florence(Italy)
16. • Speech

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    Manifold constrained finite Gaussian mixtures

    Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2005) 8th International Work-Conference on Artificial Neural Networks (IWANN 2005) — Barcelona (Spain)
17. • Speech

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    Vector quantization: a weighted version for time-series forecasting

    Lendasse, Amauri François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] 5th International Conference on Computational Sciences (ICCS 2005) — Atlanta (USA)
18. • Journal article

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    On the kernel widths in radial-basis function networks

    Benoudjit, Nabil[UCL] Verleysen, Michel[UCL] (2003) Neural Processing Letters — Vol. 18, no. 2, p. 139-154 (2003)
19. • Journal article

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    Nonlinear dimensionality reduction of data manifolds with essential loops

    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2005) Neurocomputing — Vol. 67, p. 29-53 (2005)
20. • Journal article

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    Chemometric calibration of infrared spectrometers: selection and validation of variables by non-linear models

    Benoudjit, Nabil[UCL] Cools, E[UCL] Meurens, Marc[UCL] Verleysen, Michel[UCL] (2004) Chemometrics and Intelligent Laboratory Systems — Vol. 70, no. 1-2, p. 47-53 (2004)
21. • Journal article

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    On the use of self-organizing maps to accelerate vector quantization

    de Bodt, Eric[UCL] Cottrell, Marie Letremy, Patrick Verleysen, Michel[UCL] (2004) Neurocomputing — Vol. 56, p. 187-203 (2004)
22. • 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)
23. • Speech

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    The Growth Trajectories of Start-Up Firms: An Exploratory Study

    Gailly, Benoît[UCL] Wertz, Vincent Verleysen, Michel[UCL] Biga Diambeidou, Mahamadou François, Damien (2004) ESU entrepreneurship conference — Twente, The Netherlands
24. • Speech

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    Should Seed Investors Read Business Plans?

    François, Damien Verleysen, Michel Wertz, Vincent[UCL] Lendasse, A. Gailly, Benoît[UCL] (2003) 22th Benelux Meeting on Systems and Control — Lommel (Belgium)
25. • Speech

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    A functional approach to variable selection in spectrometric problems

    Rossi, Fabrice François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2006) 16th International Conference on Artificial Neural Networks (ICANN 2006) — Athens (Greece)

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