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1. • Book

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

   Verleysen, Michel[UCL] (2008)
2. • 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)
3. • 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
4. • Speech

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   Nonlinear projection

   Verleysen, Michel[UCL] (2008) EVIC (Latin-American Summer School on Computational Intelligence) 2008 — Santiago (Chile)
5. • Speech

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   High-dimensional Data Analysis and Feature Selection

   Verleysen, Michel[UCL] (2008) EVIC (Latin-American Summer School on Computational Intelligence) — Santiago (Chile)
6. • Speech

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   K-nearest neighbours based on mutual information for incomplete data classification

   Garcia-Laencina, Pedro Sancho-Gomez, José-Luis Figueiras-Vidal, Anibal R. Verleysen, Michel[UCL] (2008) 16th European Symposium on Artificial Neural Networks (ESANN 2008) — Bruges (Belgium)
7. • 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)
8. • Speech

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   Rank-based quality assessment of nonlinear dimensionality reduction

   Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2008) 16th European Symposium on Artificial Neural Networks (ESANN 2008) — Bruges (Belgium)
9. • Speech

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   Quality Assessment of nonlinear dimensionality reduction based on K-ary neighborhood

   Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2008) FSDM 2008, New Challenges for feature selection in data mining and knowledge discovery — Antwerp (Belgium)
10. • 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)
11. • Speech

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    Feature selection with low-dimensional mutual information

    Verleysen, Michel[UCL] (2008) 8th International Conference on Operations Research (OrHavana 2008) — Havana (Cuba)
12. • Speech

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    Nonlinear data projection on a sphere with a controlled trade-off between trustworthiness and continuity

    Onclinx, Victor[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2008) 16th European Symposium on Artificial Neural Networks (ESANN 2008) — Bruges (Belgium)
13. • Journal article

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    Filtering Heart Related Activity from Vagus Nerve Recordings in Rats

    de Lannoy, Gaël[UCL] Marin, Jorge[UCL] Verleysen, Michel[UCL] Delbeke, Jean[UCL] (2008) Biomedical Technology — Vol. 53, no. supp.1, p. 16-18 (2008)
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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    Projection of time series with periodicity on a sphere

    Onclinx, Victor[UCL] Verleysen, Michel[UCL] Wertz, Vincent[UCL] (2008) European Symposium on Time Series Prediction (ESTSP'08) — Porvoo (Finland)
16. • 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)
17. • Speech

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    Using the Delta Test for Variable Selection

    Eirola, Emil Liitiäinen, Elia Lendasse, Amaury Corona, F. Verleysen, Michel[UCL] (2008) 16th European Symposium on Artificial Neural Networks (ESANN 2008) — Bruges (Belgium)
18. • BookChapter

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    An empirical taxonomy of start-up firms growth trajectories

    Biga Diambeidou, Mahamadou François, Damien[UCL] Gailly, Benoît[UCL] Verleysen, Michel[UCL] Wertz, Vincent[UCL] (2008) The Dynamics between Entrepreneurship, Environment and Education — [ISBN : 978-1-8472-0571-1]
19. • Journal article

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    A data-driven functional projection approach for the selection of feature ranges in spectra with ICA or cluster analysis

    Krier, Catherine[UCL] Rossi, Fabrice François, Damien[UCL] Verleysen, Michel[UCL] (2008) Chemometrics and Intelligent Laboratory Systems — Vol. 91, no. 1, p. 43-53 (2008)
20. • Speech

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    Estimation de redondance pour le clustering de variables spectrales

    François, Damien[UCL] Krier, Catherine[UCL] Rossi, Fabrice Verleysen, Michel[UCL] (2008) 10th European Symposium on Statistical Methods for the Food Industry (AGROSTAT 2008) — Louvain-la-Neuve (Belgium)
21. • Speech

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    Parameter-free feature selection with mutual information

    Verleysen, Michel[UCL] François, Damien[UCL] (2008) First workshop of the ERCIM Working Group on Computing and Statistics — Neuchâtel/Suisse
22. • BookChapter

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    Empirical Taxonomy of Start-Up Firms Growth Trajectories

    Diambeidou, M.B Wertz, Vincent[UCL] Verleysen, Michel[UCL] Gailly, Benoît François, Damien[UCL] (2008) The Dynamics Between Entrepreneurship, Environment and Education — [ISBN : 9781847205711]
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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    Emission Modelling for Supervised ECG Segmentation using Finite Differences

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

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    An Alternative to Center-based Clustering Algorithm via Statistical Learning Analysis

    Rui Nian Guangrong Ji Verleysen, Michel[UCL] (2008) 4th International Conference on Intelligent Computing (ICIC 2008) — Shanghai (China)

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