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1. • BookChapter

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   Filtering-free blind separation of correlated images

   Vrins, Frédéric[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2005) Computational Intelligence and Bioinspired Systems, IWANN 2005 — [ISBN : 3-540-26208-3]
2. • Speech

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   A least absolute bound approach to ICA: application to the MLSP 2006 competition

   Lee, John Aldo[UCL] Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2006) IEEE International Workshop on Machine Learning for Signal Processing (MLSP 2006) — Maynooth, Ireland
3. • Speech

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   Can we always trust entropy minima in the ICA context ?

   Vrins, Frédéric[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2005) 13th European Signal Processing Conference (EUSIPCO 2005) — Antalya, Turkey
4. • Speech

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   Improving independent component analysis performances by variable selection

   Vrins, Frédéric[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] Vigneron, Vincent Jutten, Christian (2003) 2003 IEEE XIII Workshop on Neural Networks for Signal Processing (NNSP 2003) — Toulouse (France)
5. • Speech

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   Non-Orthogonal Support-Width ICA

   Lee, John Aldo[UCL] Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2006) 14th European Symposium on Artificial Neural Networks (ESANN 2006) — Bruges (Belgium)
6. • Speech

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   A simple ICA algorithm for non-differentiable contrasts

   Lee, John Aldo[UCL] Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2005) 13th European Signal Processing Conference (EUSIPCO 2005) — Antalya (Turkey)
7. • Speech

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   On the extraction of the snore acoustic signal by independent component analysis

   Vrins, Frédéric[UCL] Bouillon, V. Deswert, J. Bouvy, D. Lee, John Aldo[UCL] Eugène, Christian[UCL] Verleysen, Michel[UCL] (2004) Second IASTED International Conference on Biomedical Engineering (BIOMED 2004) — Innsbruck (Austria)
8. • Dissertation

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   Analysis of high-dimensional numerical data : from principal component analysis to non-linear dimensionality reduction and blind source separation

   Lee, John Aldo[UCL] (2003)
9. • Speech

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   Stability comparison of dimensionality reduction techniques attending to data and parameters variations

   Garcia-Fernandez, Francisco Verleysen, Michel[UCL] Lee, John Aldo[UCL] Diaz, Ignacio (2013) Visual Analytics using Multidimensional Projections Workshop (VAMP 2013-EuroVis 2013) — Leipzig (Germany)
10. • Speech

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    On the Importance of Nuclear Models On the Accuracy of Fast Monte Carlo Methods for Proton‐Therapy

    Souris, Kevin[UCL] Lee, John Aldo[UCL] Sterpin, Edmond[UCL] (2013) AAPM 55th Annual Meeting — Indianapolis, USA
11. • 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)
12. • Speech

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    Simbed: similarity-based embedding

    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2009) 19th International Conference on Artificial Neural Networks (ICANN 2009) — Limassol (Cyprus)
13. • Speech

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    Two key properties of dimensionality reduction methods

    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2014) 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2014) — Orlando (USA)
14. • 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)
15. • Speech

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    Performance assessment of patch-based bilateral denoising

    De Decker, Arnaud[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2009) First International Workshop on Medical Image Analysis and Description for Diagnosis Systems (MIAD 2009) — Porto (Portugal)
16. • Speech

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    Recent methods for dimensionality reduction: A brief comparative analysis

    Peluffo Ordoñez, Diego Hernan[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2014) 2014 European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2014) — Bruges (Belgium)
17. • Speech

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    Rank-based quality assessment of nonlinear dimensionality reduction

    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2008) 16th European Symposium on Artificial Neural Networks (ESANN 2008) — Bruges (Belgium)
18. • 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)
19. • Speech

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    Double Quantization Forecasting Method for Filling Missing Data in the CATS Time Series

    Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] Cottrell, Marie (2004) IJCNN 2004, International Joint Conference on Neural Networks — Budapest (Hungary)
20. • Speech

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    Time Series Forecasting using CCA and Kohonen Maps - Applications to Electricity Consumption

    Lendasse, Amaury[UCL] Lee, John Aldo[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2000) European Symposium on Artificial Neural Networks (ESANN'2000) — Bruges (Belgium)
21. • Speech

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    Width optimization of the Gaussian kernels in Radial Basis Function Networks

    Benoudjit, Nabil[UCL] Archambeau, Cédric[UCL] Lendasse, Amaury[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2002) European Symposium on Artificial Neural Networks (ESANN'02) — Bruges (Belgium)
22. • Speech

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    Unsupervised relevance analysis for feature extraction and selection. A distance-based approach for feature relevance

    Peluffo Ordoñez, Diego Hernan[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] Rodriguez, José L. Castellanos-Dominguez, German (2015) 3rd International Conference on Pattern Recognition Applications and Methods (ICPRAM 2014) — Angers (France)
23. • Speech

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    Sensitivity to parameter and data variations in dimensionality reduction techniques

    Garcia Fernandez, Francisco J. Verleysen, Michel[UCL] Lee, John Aldo[UCL] Diaz, Ignacio (2013) 21st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2013) — Bruges (Belgium)
24. • Speech

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    Recent Advances in Nonlinear Dimensionality Reduction, Manifold and Topological Learning

    Wismueller, Axel Verleysen, Michel[UCL] Aupetit, Michael Lee, John Aldo[UCL] (2010) 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010) — Bruges (Belgium)
25. • 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]

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