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1. • Speech

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   Nonlinear projection with the isotop method

   Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2002) 12th International Conference on Artifical Neural Networks (ICANN 2002) — Madrid (Spain)
2. • Speech

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   Forecasting electricity consumption using nonlinear projection and self-organizing maps

   Lendasse, Amaury[UCL] Lee, John Aldo[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2002) 8th European Symposium on Artificial Neural Networks (ESANN) — BRUGGE(Belgium)
3. • Book

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   Nonlinear dimensionality reduction

   Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2007)
4. • Speech

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   Multi-Objective Semi-supervised Feature Selection and Model Selection based on Pearson's Correlation Coefficient

   Coelho, Frederico[UCL] Braga, Antonio Padua Verleysen, Michel[UCL] (2010) 15th Iberoamerican Congress on Pattern Recognition (CIARP 2010) — Sao Paulo (Brazil)
5. • Speech

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   Label Noise-Tolerant Hidden Markov Models for Segmentation: Application to ECGs

   Frénay, Benoît[UCL] de Lannoy, Gaël[UCL] Verleysen, Michel[UCL] (2011) European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2011) — Athens (Greece)
6. • Speech

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   Feature selection with mutual information for uncertain data

   Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2011) 13th International Conference on Data Warehousing anf Knowledge Discovery (DaWaK 2011) — Toulouse (France)
7. • BookChapter

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   Graph-Based Dimensionality Reduction

   Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2012) Image Processing and Analysis with Graphs: Theory and Practice — [ISBN : 978-1-4398-5507-2]
8. • Speech

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   Empirical Taxonomy of Start-Up Firms Growth Trajectories

   Biga Diambeidou, Mahamadou[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] Gailly, Benoît[UCL] François, Damien[UCL] (2006) European Summer University Conference on Entrepreneurship and Entrepreneurship Education Research (ESUCO 2006) — Hämeenlinna (Finland)
9. • Speech

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   Fast bootstrap methodology for regression model selection

   Lendasse, Amauri Simon, Geoffroy[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2005) 12th European Symposium on Artificial Neural Networks (ESANN) — Brugge(Belgium)
10. • Speech

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    Representation of functional data in neural networks

    Rossi, Fabrice Delannay, Nicolas[UCL] Conan-Guez, Brieuc Verleysen, Michel[UCL] (2005) 12th European Symposium on Artificial Neural Networks (ESANN) — Brugge(Belgium)
11. • Speech

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    Spectrophotometric variable selection by mutual information

    Benoudjit, Nabil[UCL] François, Damien[UCL] Meurens, Marc[UCL] Verleysen, Michel[UCL] (2004) 6th Annual Congress of Chemometrics — Conservatorie Natl Arts & Metiers, Paris (France)
12. • Speech

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    Non-linear ICA by using isometric dimensionality reduction

    Lee, John Aldo[UCL] Jutten, Christian Verleysen, Michel[UCL] (2004) 5th International Conference on Independent Component Analysis and Blind Signal Separation (ICA 2004) — Granada (Spain)
13. • Speech

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    On the Potential Inadequacy of Mutual Information for Feature Selection

    Frénay, Benoît[UCL] Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2012) 20th International Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012) — Bruges (Belgium)
14. • Speech

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    A Comparison of Multivariate Mutual Information Estimators for Feature Selection

    Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2012) 2012 International Conference on Pattern Recognition Applications and Methods (ICPRAM 2012) — Vilamoura (Portugal)
15. • Speech

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    Information Visualization, Visual Data Mining and Machine Learning

    Keim, Daniel A. Rossi, Fabrice Seidl, Thomas Verleysen, Michel[UCL] Wrobel, Stefan (2012) Dagstuhl Seminar 12081 — Schloss Dagstuhl-Leibnitz-Zentrum für Informatik (Germany)
16. • Speech

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    Unsupervised dimensionality reduction:from principal component analysis to modern nonlinear techniques

    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2011) 43e Journées de Statistiques (JDS 2011) — Gammarth (Tunisia)
17. • Speech

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    Incremental feature computation and classification for image segmentation

    Bernard, Guillaume[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2012) 20th International Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012) — Bruges (Belgium)
18. • Speech

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    About the Optimality of Mutual Information for Feature Selection

    Verleysen, Michel[UCL] (2012) International Conference on Neural Information Processing (ICONIP 2012) — Doha (Qatar)
19. • Speech

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    Clustering patterns of urban builtup areas with curves of fractal scaling behavior

    Frankhauser, Pierre Frénay, Benoît[UCL] Thomas, Isabelle[UCL] Verleysen, Michel[UCL] (2009) ASRDLF 2009, Association de Science Régionale de Langue Française — Clermont-Ferrand (France)
20. • Speech

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    Dimensionality reduction by rank preservation

    Onclinx, Victor[UCL] Lee, John Aldo[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2010) 2010 International Joint Conference on Neural Networks (IJCNN 2010) — Barcelona (Spain)
21. • Speech

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    A VLSI system for neural Bayesian and LVQ classification

    Thissen, P. Legat, Jean-Didier[UCL] Verleysen, Michel[UCL] Madrenas, J. Dominguez, J (1995) International Workshop on Artificial Neural Networks — MALAGA-TORREMOLINOS(Spain)
22. • Speech

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    A practical view of suboptimal Bayesian classification with radial Gaussian kernels

    Voz, JL. Legat, Jean-Didier[UCL] Verleysen, Michel[UCL] Thissen, P. (1995) International Workshop on Artificial Neural Networks — MALAGA-TORREMOLINOS(Spain)
23. • Speech

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    A real-time VLSI-based architecture for multi-motion estimation

    Legat, Jean-Didier[UCL] Cornil, J.P. Macq, D. Verleysen, Michel[UCL] (1992) Proceedings. 11th IAPR International Conference on Pattern Recognition. Vol. IV. Conference D: Architectures for Vision and Pattern Recognition — The Hague, Netherlands
24. • Speech

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    Impact of data subsamplings in Fast Multi-Scale Neighbor Embedding

    Lambert, Pierre[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] De Bodt, Cyril[UCL] (2021) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning — Online event
25. • Speech

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    Stochastic quartet approach for fast multidimensional scaling

    Lambert, Pierre[UCL] De Bodt, Cyril[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2021) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning — Online event

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