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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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   Information-theoretic feature selection for functional data classification

   Gomez-Verdejo, Vanessa Verleysen, Michel[UCL] Fleury, Jerome (2009) Neurocomputing — Vol. 72, no. 16-18, p. 3580-3589 (2009)
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. • Speech

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   Clustering using a random walk-based distance measure

   Yen, Luh[UCL] VanVyve, Denise J. Wouters, Fabien Fouss, François[UCL] Verleysen, Michel[UCL] Saerens, Marco[UCL] (2005) 13th European Symposium on Artificial Neural Networks —
7. • Speech

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   Character and Text Recognition of Khmer Historical Palm Leaf Manuscripts

   Valy, Dona[UCL] Verleysen, Michel[UCL] Burie, Jean-Christophe (2018) 16th International Conference on Frontiers in Handwriting Recognition (ICFHR 2018) — Niagara Falls (USA)
8. • Speech

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   Linear Periodic Discriminant Analysis of Multidimensional Signals

   Mulders, Dounia[UCL] De Bodt, Cyril[UCL] Lejeune, Nicolas[UCL] Mouraux, André[UCL] Verleysen, Michel[UCL] (2018) ICONIP 2018 — Siem Reap, Cambodia
9. • Journal article

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   Prediction of visual perceptions with artificial neural networks in a visual prosthesis for the blind

   Archambeau, Cédric[UCL] Delbeke, Jean[UCL] Veraart, Claude[UCL] Verleysen, Michel[UCL] (2004) Artificial Intelligence in Medicine — Vol. 32, no. 3, p. 183-194 (2004)
10. • Journal article

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    Semi-supervised relevance index for feature selection

    Coelho, Frederico Castro, Cristiano Braga, Antônio P. Verleysen, Michel[UCL] (2017) Neural Computing and Applications — Vol. 31, p. 989-997 (2017)
11. • Journal article

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    Benchmarking of Document Image Analysis Tasks for Palm Leaf Manuscripts from Southeast Asia

    Kesiman, Made Windu Antara Valy, Dona[UCL] Burie, Jean-Christophe Paulus, Erick Suryani, Mira Hadi, Setiawan Verleysen, Michel[UCL] Chhun, Sophea Ogier, Jean-Marc (2018) Journal of Imaging — Vol. 4, no.43, p. 27 (2018)
12. • Speech

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    ICFHR 2018 Competition On Document Image Analysis Tasks for Southeast Asian Palm Leaf Manuscripts

    Kesiman, Made Windu Antara Valy, Dona[UCL] Burie, Jean-Christophe Paulus, Erick Suryani, Mira Hadi, Setiawan Verleysen, Michel[UCL] Chhun, Sophea Ogier, Jean-Marc (2018) 16th International Conference on Frontiers in Handwriting Recognition — Niagara Falls (USA)
13. • Speech

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    About Filter Criteria for Feature Selection in Regression

    Degeest, Alexandra[UCL] Verleysen, Michel[UCL] Frénay, Benoît (2019) IWANN 2019 — Gran Canaria
14. • Speech

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    Text Recognition on Khmer Historical Documents using Glyph Class Map Generation with Encoder-Decoder Model

    Valy, Dona[UCL] Verleysen, Michel[UCL] Chhun, Sophea (2019) 8th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2018) — Prague (Czech Republic)
15. • Speech

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    Characterizing the Cortical Processes Related to the Perception of Long-Lasting Warm and Cool Sensations

    Mulders, Dounia[UCL] De Bodt, Cyril[UCL] Lejeune, Nicolas[UCL] Dufour, André Verleysen, Michel[UCL] Mouraux, André[UCL] (2018) 17th World Congress on Pain — Boston, USA
16. • 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)
17. • 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
18. • 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
19. • 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]
20. • 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)
21. • 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)
22. • 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)
23. • 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)
24. • 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)
25. • 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)

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