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1. • Speech

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   Machine learning for high-dimensional data: the curse of dimensionality, feature selection and manifold learning

   Verleysen, Michel[UCL] (2011) Computational Intelligence in Healthcare summer school (CIHC 2011) — Eindhoven (The Netherlands)
2. • Book

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   23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning 2015: Proceedings

   Verleysen, Michel[UCL] (2015)
3. • Book

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   7th European Symposium on Artificial Neural Networks 1999: Proceedings

   Verleysen, Michel[UCL] (1999)
4. • Speech

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   The delta test: The 1-NN estimator as a feature selection criterion

   Eirola, E. Lendasse, Amaury Corona, F. Verleysen, Michel[UCL] (2014) 2014 International Joint Conference on Neural Networks (IJCNN 201) — Beijing (China)
5. • WorkingPaper

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   Comparison of some chemometric tools for metabonomics biomarker identification

   Rousseau, Réjane[UCL] Govaerts, Bernadette[UCL] Verleysen, Michel[UCL] Boulanger, Bruno (2007)
6. • BookChapter

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   A Supervised Wavelet Transform Algorithm for R Spike Detection in Noisy ECGs

   de Lannoy, Gaël[UCL] De Decker, Arnaud[UCL] Verleysen, Michel[UCL] (2009) Biomedical Engineering Systems and Technologies — [ISBN : 978-3-540-92218-6]
7. • WorkingPaper

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

   Rousseau, Réjane[UCL] Govaerts, Bernadette[UCL] Verleysen, Michel[UCL] (2008)
8. • Speech

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   Using the Self-Organizing Maps to prove empirically the market inefficiency: Evidence from the Paris Stock Exchange

   Catteau, Didier[UCL] Simon, Geoffroy[UCL] Ben Omrane, Walid[UCL] Verleysen, Michel[UCL] (2005) Connectionist Approaches in Economics and Management Sciences (ACSEG 2005) — Aix-en-Provence (France)
9. • Speech

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   Clustering fractal urban patterns with curves of scaling behavior

   Thomas, Isabelle[UCL] Frankhauser, Pierre Frénay, Benoît[UCL] Verleysen, Michel[UCL] (2009) 49th Congress of the European Regional Science Association "Territorial cohesion of Europe and integrative planning" (ERSA 2009) — Lodz (Poland)
10. • Speech

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    Linear smoothing of FRF for aicraft engine vibration monitoring

    Hazan, Aurélien Verleysen, Michel[UCL] Cottrell, Marie Lacaille, Jérôme (2010) International Conference on Noise and vibration Engineering (ISMA 2010) — Leuven (Belgium)
11. • Speech

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    Mutual Information for the selection of variables to model enantioselectivity

    Caetano, Sonia Krier, Catherine[UCL] Verleysen, Michel[UCL] Vander Heyden, Yvan (2006) 4th International Chemometrics Research Symposium (ICRM 2006) — Veldhoven (the Netherlands)
12. • Speech

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    Pruned Lazy Learning Models for Time Series Prediction

    Sorjamaa, A. Lendasse, Amaury Verleysen, Michel[UCL] (2005) ESANN 2005, 13h European Symposium on Artificial Neural Networks — Bruges (Belgium)
13. • Journal article

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    High-dimensional delay selection for regression models with mutual information and distance-to-diagonal criteria

    Simon, Geoffroy[UCL] Verleysen, Michel[UCL] (2007) Neurocomputing — Vol. 70, no. 7-9, p. 1265-1275 (2007)
14. • Journal article

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    Theoretical and empirical study on the potential inadequacy of mutual information for feature selection in classification

    Frénay, Benoît[UCL] Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2013) Neurocomputing — Vol. 112, p. 64-78 (2013)
15. • Journal article

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    Reinforced Extreme Learning Machines for Fast Robust Regression in the Presence of Outliers

    Frénay, Benoît[FUNDP] Verleysen, Michel[UCL] (2015) IEEE Transactions on Cybernetics — no. 99, p. 13 (17/12/2015)
16. • Speech

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    A 5.26 Mflips Programmable Analogue Fuzzy Logic Controller in a Standard CMOS 2.4 microns Technology

    Dualibe, Carlos Jespers, Paul[UCL] Verleysen, Michel[UCL] (2000) IEEE International Symposium on Circuits and Systems (ISCAS'2000) — Geneva (Switzerland)
17. • Speech

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    A new CMOS architecture for neural networks

    Verleysen, Michel[UCL] Sirletti, Bruno[UCL] Jespers, Paul[UCL] (1988) Workshop on VLSI for Artificial Intelligence — Oxford (U.K.)
18. • Journal article

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    Clustering patterns of urban built-up areas with curves of fractal scaling behaviour

    Thomas, Isabelle[UCL] Frankhauser, Pierre Frénay, Benoît[UCL] Verleysen, Michel[UCL] (2010) Environment and Planning B. Planning and Design — Vol. 37, no. 5, p. 942-954 (2010)
19. • Journal article

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    Residual variance estimation in machine learning

    Liitiainen, Elia Verleysen, Michel[UCL] Corona, Francesco Lendasse, Amaury (2009) Neurocomputing — Vol. 72, no. 16-18, p. 3692-3703 (2009)
20. • Speech

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    Forecasting financial time series through intrinsic dimension estimation and non-linear data projection

    Lendasse, Amaury[UCL] de Bodt, Eric[UCL] Verleysen, Michel[UCL] (1999) International Workshop on Artificial and Natural Neural Networks — Alicante (Spain)
21. • Speech

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    Ensemble Modeling with a Constrained Linear System of Leave-One-Out Outputs

    Miché, Yoan Eirola, Emile Bas, Patrick Simula, Olli Jutten, Christian Lendasse, Amaury Verleysen, Michel[UCL] (2010) 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010) — Bruges (Belgium)
22. • Speech

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    Feature Ranking in Changing Environments where New Features are Introduced

    Degeest, Alexandra[UCL] Verleysen, Michel[UCL] Frénay, Benoît[FUNDP] (2015) 2015 International Joint Conference on Neural Networks (IJCNN 2015) — Killarney (Ireland)
23. • Journal article

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    A Comparative Study of Various Probability Density Estimation Methods for Data Analysis

    Assenza, Alex Valle, Maurizio Verleysen, Michel[UCL] (2008) International Journal Of Computational Intelligence Systems — Vol. 1, no. 2, p. 188-201 (2008)
24. • Speech

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    EEG Feature Selection Using Mutual Information and Support Vector Machine: A Comparative Analysis

    Guerrero-Mosquera, Carlos Verleysen, Michel[UCL] Navia Vazquez, Angel (2010) 32nd Annual International IEEE EMBC Conference (EMBC 2010) — Buenos Aires (Argentina)
25. • Speech

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    Multiplieur analogique en technologie SOI pour le décodage de turbo-codes

    Kervyn, Thibault[UCL] Donckers, Nicolas[UCL] Verleysen, Michel[UCL] Flandre, Denis[UCL] (2002) Colloque TAISA 2002 — Paris (France)

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