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Displaying 13 results.
    • 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
    Inference of node attributes from social network assortativity
    Mulders, Dounia[UCL] de Bodt, Cyril[UCL] Bjelland, Johannes Pentland, Alex Verleysen, Michel[UCL] de montjoye, Yves-Alexandre (2019) Neural Computing and Applications — Vol. /, no./, p. 1-21 (2019)
    • Speech
    Improving Individual Predictions using Social Networks Assortativity
    Mulders, Dounia[UCL] de Bodt, Cyril[UCL] Bjelland, Johannes Pentland, Alex (Sandy) Verleysen, Michel[UCL] de Montjoye, Yves-Alexandre (2017) 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, Clustering and Data Visualization (WSOM+) — Nancy, France
    • Speech
    Improving individual predictions using social networks assortativity
    Mulders, Dounia[UCL] de Bodt, Cyril[UCL] Bjelland, Johannes Pentland , Alex Sandy Verleysen, Michel[UCL] de Montjoye, Yves-Alexandre (2017) Benelearn 2017: The annual machine learning conference of the Benelux — Eindhoven
    • 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
    Spatial Filtering of EEG Signals to Identify Periodic Brain Activity Patterns
    Mulders, Dounia[UCL] de Bodt, Cyril[UCL] Lejeune, Nicolas[UCL] Mouraux, André[UCL] Verleysen, Michel[UCL] (2018) International Conference on Latent Variable Analysis and Signal Separation — Guildford
    • 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
    Perplexity-free t-SNE and twice Student tt-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
    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
    Characterizing Resting Brain Activity to Predict the Amplitude of Pain-Evoked Potentials in the Human Insula
    Mulders, Dounia[UCL] Liberati, Giulia[UCL] Verleysen, Michel[UCL] Mouraux, André[UCL] (2017) Benelearn 2017: The annual machine learning conference of the Benelux — Eindhoven