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Displaying 21 results.
    • Speech
    Assessment of probability density estimation methods: Parzen window and finite Gaussian mixtures
    Archambeau, Cédric[UCL] Valle, M. Assenza, A. Verleysen, Michel[UCL] (2006) IEEE International Symposium on Circuits and Systems (ISCAS 2006) — Island of Kos (Greece)
    • Speech
    Robust Probabilistic Projections
    Archambeau, Cédric[UCL] Delannay, Nicolas[UCL] Verleysen, Michel[UCL] (2006) 23rd International Conference on Machine Learning (ICML 2006) — Pittsburgh (PA/USA)
    • Speech
    Manifold constrained variational mixtures
    Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2005) 15th International Conference on Artificial Neural Networks (ICANN 2005) — Warsaw (Poland)
    • Speech
    Fully nonparametric probability density function estimation with finite Gaussian mixture models
    Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2003) 5th International Conference on Advances in Pattern Recognition (ICAPR 2003) — Calcutta (India)
    • Speech
    Phosphene evaluation in a visual prosthesis with artificial neural networks
    Archambeau, Cédric[UCL] Lendasse, Amaury[UCL] Trullemans, Charles[UCL] Veraart, Claude[UCL] Delbeke, Jean[UCL] Verleysen, Michel[UCL] (2001) EUNITE 2001, European Symposium on Intelligent Techniques, Hybrid Systems and their implementation on Smart Adaptive Systems — Tenerife (Spain)
    • Speech
    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)
    • Speech
    Classification of visual sensations generated electrically in the visual field of the blind
    Archambeau, Cédric[UCL] Delbeke, Jean[UCL] Verleysen, Michel[UCL] (2003) IFAC 2003, 5th IFAC Symposium on Modelling and Control in Biomedical Systems — Melbourne (Australia)
    • Speech
    Mixtures of robust probabilistic principal component analyzers
    Archambeau, Cédric[UCL] Delannay, Nicolas[UCL] Verleysen, Michel[UCL] (2007) European Symposium on Artificial Neural Networks (ESANN 2007) — Bruges (Belgium)
    • Journal article
    Robust Bayesian clustering.
    Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2007) Neural networks : the official journal of the International Neural Network Society — Vol. 20, no. 1, p. 129-138 (2007)
    • Speech
    PCA and Mixtures of PCA: Improving the robustness to outliers
    Verleysen, Michel[UCL] Archambeau, Cédric[UCL] (2007) SAMOS-MATISSE-CES — Université Paris 1 Panthéon-Sorbonne (France)
    • Speech
    Automatic adjustment of discriminant adaptive nearest neighbor
    Delannay, Nicolas[UCL] Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2006) 18th International Conference on Pattern Recognition (ICPR 2006) — Hong Kong (China)
    • Speech
    Towards a Local Separation Performances Estimator Using Common ICA Contrast Functions ?
    Vrins, Frédéric[UCL] Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2004) European Symposium on Artificial Neural Networks (ESANN 2004) — Bruges, Belgium
    • Journal article
    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)
    • Speech
    Manifold constrained finite Gaussian mixtures
    Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2005) 8th International Work-Conference on Artificial Neural Networks (IWANN 2005) — Barcelona (Spain)
    • Speech
    Flexible and Robust Bayesian Classification by Finite Mixture Models
    Archambeau, Cédric[UCL] Vrins, Frédéric[UCL] Verleysen, Michel[UCL] (2004) ESANN 2004, European Symposium on Artificial Neural Networks — Bruges (Belgium)
    • Speech
    Entropy Minima and Distribution Structural Modifications in Blind Separation of Multimodal Sources
    Vrins, Frédéric[UCL] Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2004) 24th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt 2004) — Garching/Munich, Germany
    • Speech
    Local Vector-based Models for Sense Discrimination
    de Marneffe, Marie-Catherine[UCL] Archambeau, Cédric[UCL] Dupont, Pierre[UCL] Verleysen, Michel[UCL] (2005) Proceedings of IWCS 2005, 6th International Workshop on Computational Semantics — Tilburg (the Netherlands)
    • Speech
    Supervised Nonparametric Information Theoretic Classification
    Archambeau, Cédric[UCL] Butz, Torsten Popovici, Vlad Verleysen, Michel[UCL] Thiran, Jean-Philippe (2004) ICPR'04, 17th Intenational Conference on Pattern Recognition — Cambridge (United Kingdom)
    • Speech
    On Convergence Problems of the EM Algorithm for Finite Gaussian Mixtures
    Archambeau, Cédric[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2003) ESANN 2003, European Symposium on Artificial Neural Networks — Bruges (Belgium)
    • Speech
    Locally Linear Embedding versus Isotop
    Lee, John Aldo[UCL] Archambeau, Cédric[UCL] Verleysen, Michel[UCL] (2003) ESANN 2003, European Symposium on Artificial Neural Networks — Bruges (Belgium)
    • Speech
    Width optimization of the Gaussian kernels in Radial Basis Function Networks
    Benoudjit, Nabil[UCL] Archambeau, Cédric[UCL] Lendasse, Amaury[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2002) European Symposium on Artificial Neural Networks (ESANN'02) — Bruges (Belgium)