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Displaying 1 - 25 of 493 results.

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    • Journal article
    Time series prediction competition: The CATS benchmark
    Lendasse, Amaury Oja, Erkki Simula, Olli Verleysen, Michel[UCL] (2007) Neurocomputing — Vol. 70, no. 13-15, p. 2325-2329 (2007)
    • Journal article
    The concentration of fractional distances
    François, Damien[UCL] Wertz, Vincent[UCL] Verleysen, Michel[UCL] (2007) IEEE Transactions on Knowledge & Data Engineering — Vol. 19, no. 7, p. 873-886 (2007)
    • Journal article
    Unfolding preprocessing for meaningful time series clustering.
    Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2006) Neural networks : the official journal of the International Neural Network Society — Vol. 19, no. 6-7, p. 877-888 (2006)
    • Journal article
    Forecasting the CATS benchmark with the Double Vector Quantization method
    Simon, Geoffroy[UCL] Lee, John Aldo[UCL] Cottrell, Marie Verleysen, Michel[UCL] (2007) Neurocomputing — Vol. 70, no. 13-15, p. 2400-2409 (2007)
    • Journal article
    Self-organizing maps with recursive neighborhood adaptation.
    Lee, John Aldo[UCL] Verleysen, Michel[UCL] (2002) Neural networks : the official journal of the International Neural Network Society — Vol. 15, no. 8-9, p. 993-1003 (2002)
    • Journal article
    Double quantization of the regressor space for long-term time series prediction: method and proof of stability.
    Simon, Geoffroy[UCL] Lendasse, Amaury Cottrell, Marie Fort, Jean-Claude Verleysen, Michel[UCL] (2004) Neural networks : the official journal of the International Neural Network Society — Vol. 17, no. 8-9, p. 1169-1181 (Octobre-Novembre 2004)
    • Journal article
    Information-theoretic feature selection for functional data classification
    Gomez-Verdejo, Vanessa Verleysen, Michel[UCL] Fleury, Jerome (2009) Neurocomputing — Vol. 72, no. 16-18, p. 3580-3589 (2009)
    • 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
    Clustering using a random walk-based distance measure
    Yen, Luh[UCL] VanVyve, Denise J. Wouters, Fabien Fouss, François[UCL] Verleysen, Michel[UCL] Saerens, Marco[UCL] (2005) 13th European Symposium on Artificial Neural Networks —
    • Speech
    Character and Text Recognition of Khmer Historical Palm Leaf Manuscripts
    Valy, Dona[UCL] Verleysen, Michel[UCL] Burie, Jean-Christophe (2018) 16th International Conference on Frontiers in Handwriting Recognition (ICFHR 2018) — Niagara Falls (USA)
    • 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)
    • Journal article
    Semi-supervised relevance index for feature selection
    Coelho, Frederico Castro, Cristiano Braga, Antônio P. Verleysen, Michel[UCL] (2017) Neural Computing and Applications — Vol. 31, p. 989-997 (2017)
    • Speech
    Tensor factorization to extract patterns in multimodal EEG data
    Mulders, Dounia[UCL] De Bodt, Cyril[UCL] Lejeune, Nicolas[UCL] Lee, John Aldo[UCL] Mouraux, André[UCL] Verleysen, Michel[UCL] (2019) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning — Bruges (Belgium)
    • Journal article
    Nonlinear Dimensionality Reduction with Missing Data using Parametric Multiple Imputations
    De Bodt, Cyril[UCL] Mulders, Dounia[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2019) I E E E Transactions on Neural Networks and Learning Systems — Vol. 30, no. 4, p. 1166-1179 (2019)
    • Speech
    Class-aware t-SNE: cat-SNE
    De Bodt, Cyril[UCL] Mulders, Dounia[UCL] Lopez Sanchez, Daniel[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2019) European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning — Bruges (Belgium)
    • Speech
    Extensive assessment of Barnes-Hut t-SNE
    De Bodt, Cyril[UCL] Mulders, Dounia[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2018) The European Symposium on Artificial Neural Networks — Bruges
    • Speech
    Text Recognition on Khmer Historical Documents using Glyph Class Map Generation with Encoder-Decoder Model
    Valy, Dona[UCL] Verleysen, Michel[UCL] Chhun, Sophea (2019) 8th International Conference on Pattern Recognition Applications and Methods (ICPRAM 2018) — Prague (Czech Republic)

Pages