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Displaying 21 results.
    • Journal article
    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)
    • Journal article
    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)
    • Speech
    Trajectory Clustering for Vibration Detection in Aircraft Engines
    Hazan, Aurélien Verleysen, Michel[UCL] Cottrell, Marie Lacaille, Jérôme (2010) Industrial Conference on Data Mining (ICDM 2010) — Berlin (Germany)
    • 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)
    • 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
    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)
    • Speech
    Aircraft Engine Health Monitoring Using Self-organizing Maps
    Co circ me, E. Cottrell, M. Verleysen, Michel[UCL] Lacaille, J. (2010) 10th Industrial Conference on Advances in Data Mining Applications and Theoretical Aspects (ICDM 2010) — Berlin (Germany)
    • 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
    Multi-Objective Semi-supervised Feature Selection and Model Selection based on Pearson's Correlation Coefficient
    Coelho, Frederico[UCL] Braga, Antonio Padua Verleysen, Michel[UCL] (2010) 15th Iberoamerican Congress on Pattern Recognition (CIARP 2010) — Sao Paulo (Brazil)
    • Speech
    Dimensionality reduction by rank preservation
    Onclinx, Victor[UCL] Lee, John Aldo[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2010) 2010 International Joint Conference on Neural Networks (IJCNN 2010) — Barcelona (Spain)
    • Speech
    Machine learning for high-dimensional data
    Verleysen, Michel[UCL] (2010) Artificial Intelligence and Applications (AIA 2010) — Innsbruck (Austria)
    • Book
    18th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning 2010: Proceedings
    Verleysen, Michel[UCL] (2010)
    • Speech
    Unsupervised dimensionality reduction: from principal component analysis to modern nonlinear techniques
    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2010) ERCIM working group on Computing & Statistics (ERCIM 2010) — Senate House, University of London & LSE (United Kingdom)
    • Speech
    Using SVMs with randomised feature spaces: an extreme learning approach
    Frénay, Benoît[UCL] Verleysen, Michel[UCL] (2010) 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010) — Bruges (Belgium)
    • Speech
    Feature relevance assessment in automatic inter-patient heart beat classification
    de Lannoy, Gaël[UCL] François, Damien[UCL] Delbeke, Jean[UCL] Verleysen, Michel[UCL] (2010) 3rd International Conference on Bio-inspired Systems and Signal Processing (BIOSIGNALS 2010) — Valencia (Spain)
    • Speech
    Unsupervised Dimensionality Reduction: Overview and Recent Advances
    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2010) International Joint Conference on Neural Networks (IJCNN 2010) — Barcelona (Spain)
    • Speech
    Recent Advances in Nonlinear Dimensionality Reduction, Manifold and Topological Learning
    Wismueller, Axel Verleysen, Michel[UCL] Aupetit, Michael Lee, John Aldo[UCL] (2010) 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010) — Bruges (Belgium)
    • Speech
    Self Organizing Star (SOS) for health monitoring
    Côme, Etienne Cottrell, Marie Verleysen, Michel[UCL] Lacaille, Jérôme (2010) 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010) — Bruges (Belgium)
    • Speech
    On the Role and Impact of the Metaparameters in t-distributed Stochastic Neighbor Embedding
    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2010) 19th International Conference on Computational Statistics (COMPSTAT 2010) — Paris (France)
    • Speech
    Nonlinear dimensionality reduction
    Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2010) 11th International Conference on Intelligent Data Engineering and Automated Learning (IDEAL 2010) — Paisley (Scotland, UK)
    • Speech
    Mode Estimation in High-dimensional Spaces with Flat-top Kernels: Application to Image Denoising
    De Decker, Arnaud[UCL] Lee, John Aldo[UCL] François, Damien[UCL] Verleysen, Michel[UCL] (2010) 18th European Symposium on Artificial Neural Networks - Computational Intelligence and Machine Learning (ESANN 2010) — Bruges (Belgium)