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1. • Speech

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   Design of a RF powered mixed-mode implantable IC for a wireless EMG recording purpose

   Parramon, J. Doguet, P.[UCL] Verleysen, Michel[UCL] Valderrama, E. (1997) Iberchip'97 — Mexico
2. • Speech

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   Approximation using Radial Basis Function Networks - Application to Pricing Derivative Securities

   Lendasse, Amaury[UCL] Lee, John Aldo[UCL] de Bodt, Eric[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2001) Connectionist Approaches in Economics and Management Sciences (ACSEG 2001) — Rennes (France)
3. • Speech

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   Improving projection-based data analysis by feature space transformations

   Schaefer, Matthias Zhang, Leishi Schreck, Tobias Tatu, Andrada Lee, John Aldo[UCL] Verleysen, Michel[UCL] Keim, Daniel A. (2013) Visualization and Data Analysis (VDA 2013) — Burlingame, CA (USA)
4. • Journal article

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   A graph Laplacian based approach to semi-supervised feature selection for regression problems

   Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2013) Neurocomputing — Vol. 121, p. 5-13 (09/12/2013)
5. • Speech

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   Mode Estimation in High-dimensional Spaces with Flat-top Kernels: Application to Image Denoising

   De Decker, Arnaud[UCL] Lee, John Aldo[UCL] François, Damien[UCL] Verleysen, Michel[UCL] (2010) 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010) — Bruges (Belgium)
6. • Speech

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   Nonlinear dimensionality reduction for visualization

   Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2013) 20th International Conference on Neural Information Processing(ICONIP 2013) — Daegu (South Korea)
7. • Journal article

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   Is mutual information adequate for feature selection in regression?

   Frénay, Benoît[UCL] Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2013) Neural Networks — Vol. 48, p. 1-7 (4 July 2013)
8. • Speech

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   Risk Estimation and Feature Selection

   Doquire, Gauthier[UCL] Frénay, Benoît[UCL] Verleysen, Michel[UCL] (2013) European Symposium on Artificial Neural Networks (ESANN 2013) — Bruges (Belgium)
9. • Speech

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   Automatic Correction of SVM for Drifted Data Classification

   Degeest, Alexandra[UCL] Frénay, Benoît[UCL] Verleysen, Michel[UCL] (2014) 14 ème conférence Extraction et Gestion des Connaissances (EGC 2014) — Rennes (France)
10. • Speech

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    Segmentation with Incremental Classifiers

    Bernard, Guillaume[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2013) 17th International Conference on Image Analysis and Processing (ICIAP) — Naples (Italy)
11. • 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)
12. • Speech

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    Mutual Information: an Adequate Tool for Feature Selection

    Frénay, Benoît[UCL] Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2013) 22nd edition of the annual Belgian-Dutch Conference on Machine Learning (BENELEARN 2013) — Nijmegen (the Netherlands)
13. • 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)
14. • Journal article

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    Classification in the Presence of Label Noise: a Survey

    Frénay, Benoît[UCL] Verleysen, Michel[UCL] (2015) IEEE Transactions on Neural Networks and Learning Systems — Vol. 25, no. 5, p. 845-869 (10/04/2015)
15. • Speech

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    Assessing the repeatability and statistical advantages of homonuclear 2D-NMR spectra: an innovative clustering approach

    Feraud, Baptiste[UCL] Govaerts, Bernadette[UCL] Verleysen, Michel[UCL] (2013) 9th Annual International Conference of the Metabolomics Society — Glasgow (UK)
16. • Speech

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    Multi-step-ahead forecasting using kernel adaptive filtering

    Garcia Vega, Sergio[UCL] Castellanos-Dominguez, German Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2016) 2016 International Joint Conference on Neural Networks (IJCNN) — Vancouver, BC, Canada
17. • BookChapter

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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) — [ISBN : 978-1-4799-4517-7]
18. • Speech

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    Heart rate modelling as a potential physical fitness assessment for runners and cyclists

    de Smet, Dimitri[UCL] Francaux, Marc[UCL] Hendrickx, Julien[UCL] Verleysen, Michel[UCL] (2016) ECML-PKDD — Riva Del Garda, Italy
19. • Journal article

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    Vector quantization: a weighted version for time series forecasting

    Lendasse, Amaury François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2005) Future Generation Computer Systems — Vol. 21, no.7, p. 1056-1067 (07/2005)
20. • Speech

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    LVQ-like procedure for the initialization of the RCE model

    Verleysen, Michel[UCL] Blayo, François Legat, Jean-Didier[UCL] (1992) Congrès Satellite du Congrès Européen de Mathématiques: Aspects Théoriques des Réseaux de Neurones — Paris (France)
21. • Journal article

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    Nonlinear projection with curvilinear distances: Isomap versus curvilinear distance analysis

    Lee, John Aldo[UCL] Lendasse, Amaury[UCL] Verleysen, Michel[UCL] (2004) Neurocomputing — Vol. 57, p. 49-76 (03/2004)
22. • WorkingPaper

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    Combination of Independent Component Analysis and statistical modelling for the identification of metabonomic biomarkers in 1H-NMR spectroscopy (second version)

    Rousseau, Réjane Feraud, Baptiste[UCL] Govaerts, Bernadette[UCL] Verleysen, Michel (2013)
23. • Speech

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    Generalized kernel framework for unsupervised spectral methods of dimensionality reduction

    Peluffo Ordoñez, Diego Hernan[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2014) 2014 IEEE Symposium on Computational Intelligence and Data Mining (CIDM 2014) — Orlando (USA)
24. • WorkingPaper

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    Statistical treatment of 2D-NMR COSY spectra: data preparation, clustering-based repeatability evaluation and comparison with 1H-NMR

    Feraud, Baptiste[UCL] Govaerts, Bernadette[UCL] Verleysen, Michel[UCL] de Tullio, Pascal (2014)
25. • Journal article

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    Incremental classification of objects in scenes: Application to the delineation of images

    Bernard, Guillaume Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2015) Neurocomputing — Vol. 152, no.1, p. 45-57 (2015)

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