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All Publications

Displaying 1 - 25 of 484 results.

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    • Speech
    Machine learning for high-dimensional data: the curse of dimensionality, feature selection and manifold learning
    Verleysen, Michel[UCL] (2011) Computational Intelligence in Healthcare summer school (CIHC 2011) — Eindhoven (The Netherlands)
    • Speech
    The delta test: The 1-NN estimator as a feature selection criterion
    Eirola, E. Lendasse, Amaury Corona, F. Verleysen, Michel[UCL] (2014) 2014 International Joint Conference on Neural Networks (IJCNN 201) — Beijing (China)
    • BookChapter
    A Supervised Wavelet Transform Algorithm for R Spike Detection in Noisy ECGs
    de Lannoy, Gaël[UCL] De Decker, Arnaud[UCL] Verleysen, Michel[UCL] (2009) Biomedical Engineering Systems and Technologies — [ISBN : 978-3-540-92218-6]
    • Speech
    Using the Self-Organizing Maps to prove empirically the market inefficiency: Evidence from the Paris Stock Exchange
    Catteau, Didier[UCL] Simon, Geoffroy[UCL] Ben Omrane, Walid[UCL] Verleysen, Michel[UCL] (2005) Connectionist Approaches in Economics and Management Sciences (ACSEG 2005) — Aix-en-Provence (France)
    • Speech
    Clustering fractal urban patterns with curves of scaling behavior
    Thomas, Isabelle[UCL] Frankhauser, Pierre Frénay, Benoît[UCL] Verleysen, Michel[UCL] (2009) 49th Congress of the European Regional Science Association "Territorial cohesion of Europe and integrative planning" (ERSA 2009) — Lodz (Poland)
    • Speech
    Linear smoothing of FRF for aicraft engine vibration monitoring
    Hazan, Aurélien Verleysen, Michel[UCL] Cottrell, Marie Lacaille, Jérôme (2010) International Conference on Noise and vibration Engineering (ISMA 2010) — Leuven (Belgium)
    • Speech
    Mutual Information for the selection of variables to model enantioselectivity
    Caetano, Sonia Krier, Catherine[UCL] Verleysen, Michel[UCL] Vander Heyden, Yvan (2006) 4th International Chemometrics Research Symposium (ICRM 2006) — Veldhoven (the Netherlands)
    • Speech
    Pruned Lazy Learning Models for Time Series Prediction
    Sorjamaa, A. Lendasse, Amaury Verleysen, Michel[UCL] (2005) ESANN 2005, 13h European Symposium on Artificial Neural Networks — Bruges (Belgium)
    • Journal article
    Reinforced Extreme Learning Machines for Fast Robust Regression in the Presence of Outliers
    Frénay, Benoît[FUNDP] Verleysen, Michel[UCL] (2015) IEEE Transactions on Cybernetics — no. 99, p. 13 (17/12/2015)
    • Speech
    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)
    • Speech
    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.)
    • Journal article
    Clustering patterns of urban built-up areas with curves of fractal scaling behaviour
    Thomas, Isabelle[UCL] Frankhauser, Pierre Frénay, Benoît[UCL] Verleysen, Michel[UCL] (2010) Environment and Planning B. Planning and Design — Vol. 37, no. 5, p. 942-954 (2010)
    • Journal article
    Residual variance estimation in machine learning
    Liitiainen, Elia Verleysen, Michel[UCL] Corona, Francesco Lendasse, Amaury (2009) Neurocomputing — Vol. 72, no. 16-18, p. 3692-3703 (2009)
    • Speech
    Forecasting financial time series through intrinsic dimension estimation and non-linear data projection
    Lendasse, Amaury[UCL] de Bodt, Eric[UCL] Verleysen, Michel[UCL] (1999) International Workshop on Artificial and Natural Neural Networks — Alicante (Spain)
    • Speech
    Ensemble Modeling with a Constrained Linear System of Leave-One-Out Outputs
    Miché, Yoan Eirola, Emile Bas, Patrick Simula, Olli Jutten, Christian Lendasse, Amaury Verleysen, Michel[UCL] (2010) 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010) — Bruges (Belgium)
    • Speech
    Feature Ranking in Changing Environments where New Features are Introduced
    Degeest, Alexandra[UCL] Verleysen, Michel[UCL] Frénay, Benoît[FUNDP] (2015) 2015 International Joint Conference on Neural Networks (IJCNN 2015) — Killarney (Ireland)
    • Journal article
    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)
    • Speech
    EEG Feature Selection Using Mutual Information and Support Vector Machine: A Comparative Analysis
    Guerrero-Mosquera, Carlos Verleysen, Michel[UCL] Navia Vazquez, Angel (2010) 32nd Annual International IEEE EMBC Conference (EMBC 2010) — Buenos Aires (Argentina)

Pages