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1. • Journal article

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   Fast Multiscale Neighbor Embedding

   De Bodt, Cyril[UCL] Mulders, Dounia[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2020) IEEE Transactions on Neural Networks and Learning Systems — Vol. 33, no. 4, p. 1546 - 1560 (2022)
2. • Speech

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   LS-SVM hyperparameter selection with a nonparametric noise estimator

   Lendasse, Amaury Ji, Jongnan Reyhani, Nima Verleysen, Michel[UCL] (2005) 15th International Conference on Artificial Neural Networks (ICANN 2005) — Warsaw (Poland)
3. • Speech

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   The curse of dimensionality in data mining and time series prediction

   Verleysen, Michel[UCL] François, Damien[UCL] (2005) 8th International Work-Conference on Artificial Neural Networks (IWANN 2005) — Barcelona (Spain)
4. • Speech

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   Manifold constrained variational mixtures

   Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2005) 15th International Conference on Artificial Neural Networks (ICANN 2005) — Warsaw (Poland)
5. • Speech

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   Time series forecasting: Obtaining long term trends with self-organizing maps

   Simon, Geoffroy[UCL] Lendasse, Amauri Cottrell, Marie Fort, JC Verleysen, Michel[UCL] (2005) 1st IAPR TC3 Workshop on Artificial Neural Networks in Pattern Recognition — Florence(Italy)
6. • Speech

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   Manifold constrained finite Gaussian mixtures

   Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2005) 8th International Work-Conference on Artificial Neural Networks (IWANN 2005) — Barcelona (Spain)
7. • Journal article

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   On the kernel widths in radial-basis function networks

   Benoudjit, Nabil[UCL] Verleysen, Michel[UCL] (2003) Neural Processing Letters — Vol. 18, no. 2, p. 139-154 (2003)
8. • Journal article

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   Nonlinear dimensionality reduction of data manifolds with essential loops

   Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2005) Neurocomputing — Vol. 67, p. 29-53 (2005)
9. • Journal article

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   Chemometric calibration of infrared spectrometers: selection and validation of variables by non-linear models

   Benoudjit, Nabil[UCL] Cools, E[UCL] Meurens, Marc[UCL] Verleysen, Michel[UCL] (2004) Chemometrics and Intelligent Laboratory Systems — Vol. 70, no. 1-2, p. 47-53 (2004)
10. • Journal article

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    On the use of self-organizing maps to accelerate vector quantization

    de Bodt, Eric[UCL] Cottrell, Marie Letremy, Patrick Verleysen, Michel[UCL] (2004) Neurocomputing — Vol. 56, p. 187-203 (2004)
11. • Book

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    Design of Analog Fuzzy Logic Controllers in CMOS Technologies: Implementation, Test and Applications

    Dualibe, Carlos[UCL] Jespers, Paul[UCL] Verleysen, Michel[UCL] (2003)
12. • Speech

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    Information theoretic feature selection for high-dimensional data analysis

    Verleysen, Michel[UCL] (2012) Workshop "New Challenges in Neural Computation" (NC2) — Graz (Austria)
13. • Journal article

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    An Analog Processor Architecture for a Neural-network Classifier

    Verleysen, Michel[UCL] Thissen, P. Voz, JL. Madrenas, J. (1994) IEEE Micro — Vol. 14, no. 3, p. 16-28 (1994)
14. • Speech

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    Implémentations VLSI analogiques de réseaux de neurones

    Verleysen, Michel[UCL] Jespers, Paul[UCL] (1989) Journées d'électronique — Lausanne (Suisse)
15. • Speech

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    Modelling and forecasting of financial time series of "tick data" by functional analysis and neural networks

    Dablemont, Simon[UCL] Verleysen, Michel[UCL] (2005) Decision Sciences Institute International Conference (DSI'05) — Barcelona (Spain)
16. • Speech

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    A capacitive neural network for associative memory

    Verleysen, Michel[UCL] Jespers, Paul[UCL] Martin, D. (1989) Proceedings of the Tenth Symposium on Information Theory in the Benelux — Houthalen, Belgium
17. • Speech

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    Cluster homogeneity as a semi-supervised principle for feature selection using mutual information

    Coelho, Frederico Braga, Antonio Padua Verleysen, Michel[UCL] (2012) 20th International Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2012) — Bruges (Belgium)
18. • Book

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    Les Réseaux de Neurones Artificiels

    Blayo, François Verleysen, Michel[UCL] (1996)
19. • 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)
20. • Speech

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    An analog VLSI architecture for large neural networks

    Verleysen, Michel[UCL] Jespers, Paul[UCL] (1989) NATO Advanced Research Workshop on Neuro Computing: Algorithms, Architectures and Applications — Les Arcs (France)
21. • Book

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    13th European Symposium on Artificial Neural Networks 2005: Proceedings

    Verleysen, Michel[UCL] (2005)
22. • Book

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    16th European Symposium On Artificial Neural Networks - Advances in Computational Intelligence and Learning 2008: Proceedings

    Verleysen, Michel[UCL] (2008)
23. • Speech

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    SWM : a class of convex contrasts for source separation

    Vrins, Frédéric[UCL] Verleysen, Michel[UCL] Jutten, Christian (2005) IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2005) — Philadelphia, PA, USA
24. • BookChapter

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    Zero-entropy minimization for blind extraction of bounded sources (BEBS)

    Vrins, Frédéric[UCL] Erdogmus, D Jutten, Christian Verleysen, Michel[UCL] (2006) Independent Component Analysis and Blind Signal Sepration, ICA 2006 — [ISBN : 3-540-32630-8]
25. • 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

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