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1. • 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)
2. • 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)
3. • 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)
4. • 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)
5. • 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)
6. • 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)
7. • 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 —
8. • 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)
9. • 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
10. • 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)
11. • Speech

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    Tensor factorization to extract patterns in multimodal EEG data

    Mulders, Dounia[UCL] De Bodt, Cyril[UCL] Lejeune, Nicolas[UCL] Lee, John Aldo[UCL] Mouraux, André[UCL] Verleysen, Michel[UCL] (2019) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning — Bruges (Belgium)
12. • 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)
13. • 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)
14. • 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)
15. • 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)
16. • 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
17. • 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
18. • 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)
19. • 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
20. • 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
21. • 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)
22. • 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
23. • 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
24. • 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 —
25. • 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)

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