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Displaying 23 results.
    • 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
    • Journal article
    EEG time-warping to study non-strictly-periodic EEG signals related to the production of rhythmic movements.
    Chemin, Baptiste[UCL] Huang, Gan Mulders, Dounia[UCL] Mouraux, André[UCL] (2018) Journal of neuroscience methods — Vol. 308, no.-, p. 106-115 (2018)
    • Journal article
    Confidence of probabilistic predictions modulates the cortical response to pain
    Mulders, Dounia[UCL] Seymour, Ben Mouraux, André[UCL] Mancini, Flavia (2023) Proceedings of the National Academy of Sciences (PNAS) — Vol. 120, no.4, p. e2212252120 (2023)
    • 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)
    • 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
    • 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
    Don't skip the skips: autoencoder skip connections improve latent representation discrepancy for anomaly detection
    Collin, Anne-Sophie[UCL] De Bodt, Cyril[UCL] Mulders, Dounia[UCL] De Vleeschouwer, Christophe[UCL] (2023) 31st European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning — Bruges, Belgium
    • 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
    • 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)
    • 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 (2020) Neural Computing and Applications — Vol. 32, no. /, p. 18023-18043 (December 2020)
    • Journal article
    Fast Multiscale Neighbor Embedding
    De Bodt, Cyril[UCL] Mulders, Dounia[UCL] Verleysen, Michel[UCL] Lee, John Aldo[UCL] (2020) IEEE Transactions on Neural Networks and Learning Systems — Vol. 33, no. 4, p. 1546 - 1560 (2022)
    • Speech
    Natively Interpretable t-SNE
    Couplet, Edouard[UCL] Lambert, Pierre[UCL] Verleysen, Michel[UCL] Mulders, Dounia[UCL] Lee, John Aldo[UCL] De Bodt, Cyril[UCL] (2023) ECML PKDD — Torino, Italy
    • 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
    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
    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