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Displaying 13 results.
    • 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
    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)
    • Book
    23rd European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning 2015: Proceedings
    Verleysen, Michel[UCL] (2015)
    • Speech
    Unsupervised relevance analysis for feature extraction and selection. A distance-based approach for feature relevance
    Peluffo Ordoñez, Diego Hernan[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] Rodriguez, José L. Castellanos-Dominguez, German (2015) 3rd International Conference on Pattern Recognition Applications and Methods (ICPRAM 2014) — Angers (France)
    • Speech
    Geometrical homotopy for data visualization
    Peluffo-Ordonez, Diego H. Alvarado-Perez, Juan C. Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2015) 2015 European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN 2015) — Bruges (Belgium)
    • Journal article
    Bridging Information Visualization with Machine Learning
    Keim, Daniel A. Munzner, Tamara Rossi, Fabrice Verleysen, Michel[UCL] (2015) Dagstuhl Reports — Vol. 5, no. 3, p. 1-27 (2015)
    • BookChapter
    Geometrical homotopy for data visualization
    Peluffo Ordoñez, Diego Hernan[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] Alvarado-Pérez, Juan C. (2015) ESANN 2015 - 23rd Eur. Symp. on Artificial Neural Networks, Computational Intelligence and Machine Learning — [ISBN : 978-2-87587-014-8]
    • Speech
    Single trial classification in Mobile BCI - A multiway Kernel approach
    Billiet, Lieven Hunyadi, Borbala Matic, Vladimir Van Huffel, Sabine Verleysen, Michel[UCL] (2015) 8th International Conference on Bio-Inspired Systems and Signal processing (BIOSIGNALS 2015) — Lisbon (Portugal)
    • Journal article
    Statistical treatment of 2D NMR COSY spectra in metabolomics: data preparation, clustering-based evaluation of the Metabolomic Informative Content and comparison with 1H-NMR
    Feraud, Baptiste[UCL] Govaerts, Bernadette[UCL] Verleysen, Michel[UCL] de Tullio, Pascal (2015) Metabolomics — Vol. 11, no. 6, p. 1756-1768 (2015)
    • Journal article
    Multi-scale similarities in stochastic neighbour embedding: Reducing dimensionality while preserving both local and global structure
    Lee, John Aldo[UCL] Peluffo-Ordóñez, Diego H. Verleysen, Michel[UCL] (2015) Neurocomputing — Vol. 169, no./, p. 246-261 (2015)
    • Speech
    Khmer Optical Character Recognition Using Zernike Moment
    Chuor, Porchourng Verleysen, Michel[UCL] Valy, Dona (2015) 2015 Khmer Natural Language Processing annual conference (KNLP 2015) — Phnom Penh (Cambodia)
    • Journal article
    Classification in the Presence of Label Noise: a Survey
    Frénay, Benoît[UCL] Verleysen, Michel[UCL] (2015) IEEE Transactions on Neural Networks and Learning Systems — Vol. 25, no. 5, p. 845-869 (10/04/2015)
    • Journal article
    Incremental classification of objects in scenes: Application to the delineation of images
    Bernard, Guillaume Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2015) Neurocomputing — Vol. 152, no.1, p. 45-57 (2015)