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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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   Unfolding preprocessing for meaningful time series clustering.

   Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2006) Neural networks : the official journal of the International Neural Network Society — Vol. 19, no. 6-7, p. 877-888 (2006)
4. • 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)
5. • Journal article

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   Self-organizing maps with recursive neighborhood adaptation.

   Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2002) Neural networks : the official journal of the International Neural Network Society — Vol. 15, no. 8-9, p. 993-1003 (2002)
6. • Journal article

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   Double quantization of the regressor space for long-term time series prediction: method and proof of stability.

   Simon, Geoffroy[UCL] Lendasse, Amaury Cottrell, Marie Fort, Jean-Claude Verleysen, Michel[UCL] (2004) Neural networks : the official journal of the International Neural Network Society — Vol. 17, no. 8-9, p. 1169-1181 (Octobre-Novembre 2004)
7. • 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)
8. • Journal article

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   A principled approach to image denoising with similarity kernels involving patches

   De Decker, Arnaud[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2010) Neurocomputing — Vol. 73, no. 7-9, p. 1199-1209 (2010)
9. • 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)
10. • Journal article

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    Scale-independent quality criteria for dimensionality reduction

    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2010) Pattern Recognition Letters — Vol. 31, no. 14, p. 2248-2257 (2010)
11. • 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) —
12. • 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 —
13. • 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)
14. • 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)
15. • 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)
16. • 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)
17. • Journal article

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    Nonlinear Dimensionality Reduction with Missing Data using Parametric Multiple Imputations

    De Bodt, Cyril[UCL] Mulders, Dounia[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2019) I E E E Transactions on Neural Networks and Learning Systems — Vol. 30, no. 4, p. 1166-1179 (2019)
18. • 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)
19. • Speech

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    Class-aware t-SNE: cat-SNE

    De Bodt, Cyril[UCL] Mulders, Dounia[UCL] Lopez Sanchez, Daniel[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2019) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning — Bruges (Belgium)
20. • 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
21. • Speech

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    Extensive assessment of Barnes-Hut t-SNE

    De Bodt, Cyril[UCL] Mulders, Dounia[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2018) The European Symposium on Artificial Neural Networks — Bruges
22. • 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)
23. • 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
24. • 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)
25. • 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

Pages