All Publications

Pages

1. • Speech

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   Neural networks models

   Blayo, F. Verleysen, Michel[UCL] (1993) Neuro-Nîmes '93 — Nimes (France)
2. • Speech

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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)
3. • Speech

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   Fast bootstrap for Least-Square Support Vector Machines

   Lendasse, Amaury Simon, Geoffroy[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2004) ESANN 2004, European Symposium on Artificial Neural Networks — Bruges (Belgium)
4. • Journal article

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   On the risk of using Renyi's entropy for blind source separation

   Pham, Dinh-Tuan Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2008) IEEE Transactions on Signal Processing — Vol. 56, no. 10, p. 4611-4620
5. • Speech

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   Feature selection with mutual information and resampling

   Verleysen, Michel[UCL] (2007) Dagstuhl seminar "Similary-based clustering and its application to medicine and biology" — Dagstuhl (Germany)
6. • 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)
7. • Speech

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   Sélection de groupes de variables spectrales par information mutuelle grâce à une représentation spline

   Rossi, Fabrice François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2005) Chimiométrie 2005 — Villeneuve d'Ascq (France)
8. • Speech

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   Realizations of artificial neural networks : VLSI, machines and neural computers

   Verleysen, Michel[UCL] (1993) Neuro-Nîmes '93 — Nimes (France)
9. • BookChapter

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   Choosing the Metric: A Simple Model Approach

   François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2011) Meta-Learning in Computational Intelligence — [ISBN : 978-3-642-20979-6]
10. • 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)
11. • Speech

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    Point mémoire analogique basse tension basé sur l'effet GIDL

    Donckers, Nicolas[UCL] Butaye, Olivier[UCL] Flandre, Denis[UCL] Verleysen, Michel[UCL] (2004) TAISA 2004 - 5ème Colloque sur le Traitement Analogique de l'Information, du Signal et ses Applications — Lausanne (Suisse)
12. • Speech

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    A VLSI neural network with capacitive synapses

    Verleysen, Michel[UCL] Martin, D.[UCL] Jespers, Paul[UCL] (1989) European Conference on Circuit Theory and Design — Brighton (UK)
13. • 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)
14. • Speech

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    Class-Specific Feature Selection for One-Against-All Multiclass SVMs

    de Lannoy, Gaël[UCL] François, Damien[UCL] Verleysen, Michel[UCL] (2011) Proceedings of the 19th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2011) — Bruges (Belgium)
15. • 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)
16. • 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.)
17. • Speech

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    Characterizing Resting Brain Activity to Predict the Amplitude of Pain-Evoked Potentials in the Human Insula

    Mulders, Dounia[UCL] Liberati, Giulia[UCL] Verleysen, Michel[UCL] Mouraux, André[UCL] (2017) Benelearn 2017: The annual machine learning conference of the Benelux — Eindhoven
18. • Journal article

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    Feature selection for nonlinear models with extreme learning machines

    Frénay, Benoît[UCL] van Heeswijk, Mark Miche, Yoan Verleysen, Michel[UCL] Lendasse, Amaury (2013) Neurocomputing — Vol. 102, p. 111-124 (15 February 2013)
19. • Speech

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    Input data reduction for the prediction of financial time series

    Lendasse, Amaury[UCL] Lee, John Aldo[UCL] de Bodt, Eric[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2001) ESANN'2001. 9th European Symposium on Artificial Neural Networks — Bruges, Belgium
20. • Speech

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    Utilisation de l'information mutuelle pour la sélection de variables spectrales dans des modèles non-linéaires

    Benoudjit, Nabil[UCL] François, Damien[UCL] Meurens, Marc[UCL] Verleysen, Michel[UCL] (2003) Chimiométrie 2003 — Paris (France)
21. • Journal article

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    Weighted conditional random fields for supervised interpatient heartbeat classification

    de Lannoy, Gaël[UCL] François, Damien[UCL] Delbeke, Jean[UCL] Verleysen, Michel[UCL] (2012) IEEE Transactions on Biomedical Engineering — Vol. 59, no. 1, p. 241-7 (2012)
22. • Journal article

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    A minimum-range approach to blind extraction of bounded sources.

    Vrins, Frédéric[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2007) IEEE Transactions on Neural Networks — Vol. 18, no. 3, p. 809-822 (2007)
23. • Journal article

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    Quality assessment of dimensionality reduction: Rank-based criteria

    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2009) Neurocomputing — Vol. 72, no. 7-9, p. 1431-1443 (2009)
24. • Journal article

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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)
25. • 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)

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