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1. • Communication

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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)
2. • Communication

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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
3. • Article de périodique

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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)
4. • Communication

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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)
5. • Article de périodique

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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)
6. • Article de périodique

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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)
7. • Communication

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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)
8. • Communication

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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)
9. • Communication

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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
10. • Communication

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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
11. • Communication

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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)
12. • Communication

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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
13. • Communication

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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
14. • Communication

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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)
15. • Communication

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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
16. • Communication

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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
17. • Communication

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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 —
18. • Article de périodique

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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)
19. • Communication

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    Information theoretic feature selection for high-dimensional data analysis

    Verleysen, Michel[UCL] (2012) Workshop "New Challenges in Neural Computation" (NC2) — Graz (Austria)
20. • Communication

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    Trajectory Clustering for Vibration Detection in Aircraft Engines

    Hazan, Aurélien Verleysen, Michel[UCL] Cottrell, Marie Lacaille, Jérôme (2010) Industrial Conference on Data Mining (ICDM 2010) — Berlin (Germany)
21. • Communication

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    Cluster homogeneity as a semi-supervised principle for feature selection using mutual information

    Coelho, Frederico Braga, Antonio Padua Verleysen, Michel[UCL] (2012) 20th International Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012) — Bruges (Belgium)
22. • Article de périodique

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    LASSO multi-objective learning algorithm for feature selection

    Coelho, Frederico Costa, Marcelo Verleysen, Michel[UCL] Braga, Antônio P. (2020) Soft Computing — Vol. 24, no.4, p. 9 (2020)
23. • Article de périodique

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    Kernel-based dimensionality reduction using Renyi's α-entropy measures of similarity

    Alvarez-Meza, A.M. Lee, John Aldo[UCL] Verleysen, Michel[UCL] Castellanos-Dominguez, G. (2017) Neurocomputing — Vol. 222, no./, p. 36-46 (2017)
24. • Article de périodique

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    SQuadMDS: a lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP

    Lambert, Pierre[UCL] De Bodt, Cyril[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2022) Neurocomputing — Vol. 503, p. 17-27 (2022)
25. • Article de périodique

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    Semi-supervised t-SNE with multi-scale neighborhood preservation

    Walter Serna-Serna De Bodt, Cyril[UCL] Andres M. Alvarez-Meza Lee, John Aldo[UCL] Verleysen, Michel[UCL] Alvaro A. Orozco-Gutierrez (2023) Neurocomputing — Vol. 550, no.1, p. 126496 (2023)

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