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1. • Speech

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   A robust nonlinear projection method

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

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   NERVES and ELENA : the Basic Research on Artificial Neural Networks in Europe

   Verleysen, Michel[UCL] (1993) European Informatic Congress - Computing Systems Architectures — Munich (Germany)
3. • Speech

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   Precision of sum-of-products in analog neural networks

   Verleysen, Michel[UCL] Jespers, Paul[UCL] (1990) 1st International Workshop on Microelectronics for neural Networks — Dortmund (Germany)
4. • Speech

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   Parallel implementations of the RCE algorithm

   Legat, Jean-Didier[UCL] Thissen, Philippe[UCL] Verleysen, Michel[UCL] Voz, Jean-Luc[UCL] (1994) Cost 229 final workshop on adaptive systems, intelligent approaches, massively computing and emerging techniques in signal processing and telecommunications — Vigo (Spain)
5. • Speech

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   A supervised learning approach based on the continuous wavelet transform for R spike detection in ECG

   de Lannoy, Gaël[UCL] De Decker, Arnaud[UCL] Verleysen, Michel[UCL] (2008) First International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2008) — Madeira (Portugal)
6. • Speech

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   Supervised ECG Delineation Using the Wavelet Transform and Hidden Markov Models

   de Lannoy, Gaël[UCL] Frénay, Benoît[UCL] Verleysen, Michel[UCL] Delbeke, Jean[UCL] (2008) 4th European Conference of the International Federation for Medical and Biological Engineering (MBEC 2008) — Antwerp (Belgium)
7. • Speech

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   Mutual information for feature selection with missing data

   Doquire, Gauthier[UCL] Verleysen, Michel[UCL] (2011) European Symposium on Artificial Neural Networks (ESANN 2011) — Bruges
8. • 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)
9. • Speech

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   Fault prediction in aircraft engines using self-organizing maps

   Cottrell, Marie Gaubert, Patrice Eloy, Cédric[UCL] François, Damien[UCL] Hallaux, Geoffroy[UCL] Lacaille, Jérôme Verleysen, Michel[UCL] (2009) 7th International Workshop Self-Organizing Maps (WSOM 2009) — St. Augustine (Florida/USA)
10. • Speech

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    Independent component analysis for face authentication

    Havran, Carmen[UCL] Hupet, Laurent[UCL] Czyz, Jacek[UCL] Lee, John Aldo[UCL] Vandendorpe, Luc[UCL] Verleysen, Michel[UCL] (2002) International Conference on Knowledge-Based Intelligent Information Engineering Systems (KES 2002) — Crema (Italy)
11. • Speech

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    Prediction of electric load using Kohonen maps - Application to the Polish electricity consumption

    Lendasse, A. Cottrell, M. Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2002) Proceedings of 2002 American Control Conference — Anchorage, AK, USA
12. • 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
13. • Speech

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    Optimal decision surfaces in LVQ1 classification of patterns

    Verleysen, Michel[UCL] Legat, Jean-Didier[UCL] Thissen, P. (1993) European Symposium on Artificial Neural Networks ESANN '93. Proceedings — Brussels, Belgium
14. • Speech

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    Improving the robustness to outliers of mixtures of probabilistic PCAs

    Delannay, Nicolas[UCL] Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2008) 12th Pacific-Asia Conference (PAKDD 2008) — Osaka (Japan)
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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    An unsupervised Gaussian mixture classification mechanism based on statistical learning analysis

    Rui Nian Guangrong Ji Verleysen, Michel[UCL] (2008) Fifth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD 2008) — Shandong (China)
17. • Speech

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    Assessment and comparison of time realignment methods for supervised heart beat classification

    de Lannoy, Gaël[UCL] Verleysen, Michel[UCL] Delbeke, Jean[UCL] (2009) Second International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2009) — Porto (Portugal)
18. • Journal article

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    Mode estimation in high-dimensional spaces with flat-top kernels: Application to image denoising

    De Decker, Arnaud[UCL] François, Damien[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2011) Neurocomputing — Vol. 74, no. 9, p. 1402-1410 (April 2011)
19. • Journal article

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    Feature selection for supervised inter-patient heart beat classification

    Doquire, Gauthier[UCL] de Lannoy, Gaël[UCL] François, Damien[UCL] Verleysen, Michel[UCL] (2011) Computational Intelligence and Neuroscience — Vol. 2011, no. 643816, p. 1-9 (2011)
20. • 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]
21. • Speech

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    Bootstrap for model selection: linear approximation of the optimism

    Simon, Geoffroy[UCL] Lendasse, Amaury[UCL] Verleysen, Michel[UCL] (2003) 7th International Work Conference on Artificial and Natural Neural Networks (IWANN 2003) — MENORCA (Spain)
22. • Speech

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    On the effects of dimensionality on data analysis with neural networks

    Verleysen, Michel[UCL] François, Damien[UCL] Simon, Geoffroy[UCL] Wertz, Vincent[UCL] (2003) 7th International Work Conference on Artificial and Natural Neural Networks (IWANN 2003) — Menorca (Spain)
23. • Journal article

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    Image compression by self-organized Kohonen map

    Amerijckx, C Legat, Jean-Didier[UCL] Verleysen, Michel[UCL] Thissen, P. (1998) IEEE Transactions on Neural Networks — Vol. 9, no. 3, p. 503-507 (1998)
24. • Speech

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    Nonlinear time series prediction by weighted vector quantization

    Lendasse, Amaury[UCL] François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2003) 2003 International Conference on Computational Science (ICCS 2003) — Saint Petersburg (Russian Federation)
25. • Journal article

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    Two-quadrant CMOS analogue divider

    Dualibe, C Jespers, Paul[UCL] Verleysen, Michel[UCL] (1998) Electronics Letters — Vol. 34, no. 12, p. 1164-1165 (1998)

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