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1. • Journal article

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   Time series prediction competition: The CATS benchmark

   Lendasse, Amaury Oja, Erkki Simula, Olli Verleysen, Michel[UCL] (2007) Neurocomputing — Vol. 70, no. 13-15, p. 2325-2329 (2007)
2. • Journal article

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   Unfolding preprocessing for meaningful time series clustering.

   Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2006) Neural networks : the official journal of the International Neural Network Society — Vol. 19, no. 6-7, p. 877-888 (2006)
3. • Journal article

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   Forecasting the CATS benchmark with the Double Vector Quantization method

   Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Cottrell, Marie Verleysen, Michel[UCL] (2007) Neurocomputing — Vol. 70, no. 13-15, p. 2400-2409 (2007)
4. • Journal article

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   Self-organizing maps with recursive neighborhood adaptation.

   Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2002) Neural networks : the official journal of the International Neural Network Society — Vol. 15, no. 8-9, p. 993-1003 (2002)
5. • Journal article

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   Double quantization of the regressor space for long-term time series prediction: method and proof of stability.

   Simon, Geoffroy[UCL] Lendasse, Amaury Cottrell, Marie Fort, Jean-Claude Verleysen, Michel[UCL] (2004) Neural networks : the official journal of the International Neural Network Society — Vol. 17, no. 8-9, p. 1169-1181 (Octobre-Novembre 2004)
6. • Journal article

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   Information-theoretic feature selection for functional data classification

   Gomez-Verdejo, Vanessa Verleysen, Michel[UCL] Fleury, Jerome (2009) Neurocomputing — Vol. 72, no. 16-18, p. 3580-3589 (2009)
7. • Journal article

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   A principled approach to image denoising with similarity kernels involving patches

   De Decker, Arnaud[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2010) Neurocomputing — Vol. 73, no. 7-9, p. 1199-1209 (2010)
8. • Journal article

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   Scale-independent quality criteria for dimensionality reduction

   Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2010) Pattern Recognition Letters — Vol. 31, no. 14, p. 2248-2257 (2010)
9. • Journal article

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   Prediction of visual perceptions with artificial neural networks in a visual prosthesis for the blind

   Archambeau, Cédric[UCL] Delbeke, Jean[UCL] Veraart, Claude[UCL] Verleysen, Michel[UCL] (2004) Artificial Intelligence in Medicine — Vol. 32, no. 3, p. 183-194 (2004)
10. • Journal article

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    Semi-supervised relevance index for feature selection

    Coelho, Frederico Castro, Cristiano Braga, Antônio P. Verleysen, Michel[UCL] (2017) Neural Computing and Applications — Vol. 31, p. 989-997 (2017)
11. • Journal article

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    Benchmarking of Document Image Analysis Tasks for Palm Leaf Manuscripts from Southeast Asia

    Kesiman, Made Windu Antara Valy, Dona[UCL] Burie, Jean-Christophe Paulus, Erick Suryani, Mira Hadi, Setiawan Verleysen, Michel[UCL] Chhun, Sophea Ogier, Jean-Marc (2018) Journal of Imaging — Vol. 4, no.43, p. 27 (2018)
12. • Journal article

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    Nonlinear Dimensionality Reduction with Missing Data using Parametric Multiple Imputations

    De Bodt, Cyril[UCL] Mulders, Dounia[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2019) I E E E Transactions on Neural Networks and Learning Systems — Vol. 30, no. 4, p. 1166-1179 (2019)
13. • 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)
14. • 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)
15. • 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)
16. • 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)
17. • 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)
18. • 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)
19. • 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
20. • 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)
21. • Journal article

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    On the entropy minimization of a linear mixture of variables for source separation

    Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2005) Signal Processing — Vol. 85, no. 5, p. 1029-1044 (2005)
22. • Journal article

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    Blind source separation based on endpoint estimation with application to the MLSP 2006 data competition

    Lee, John Aldo[UCL] Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2008) Neurocomputing — Vol. 72, no. 1-3, p. 47-56 (2008)
23. • Journal article

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    Information theoretic versus cumulant-based contrasts for multimodal source separation

    Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2005) IEEE Signal Processing Letters — Vol. 12, no. 3, p. 190-193 (Mars 2005)
24. • Journal article

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    LASSO multi-objective learning algorithm for feature selection

    Coelho, Frederico Costa, Marcelo Verleysen, Michel[UCL] Braga, Antônio P. (2020) Soft Computing — Vol. 24, no.4, p. 9 (2020)
25. • 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)

Pages