Improving individual predictions using social networks assortativity. - Dounia Mulders; Cyril de Bodt; Johannes Bjelland; Alex 'Sandy' Pentland; Michel Verleysen; Yves-Alexandre de Montjoye (WSOM, 2017)

Perplexity-free t-SNE and twice Student tt-SNE. - Cyril de Bodt; Dounia Mulders; Michel Verleysen; John A. Lee 001 (ESANN, 2018)

Extensive assessment of Barnes-Hut t-SNE. - Cyril de Bodt; Dounia Mulders; Michel Verleysen; John A. Lee 001 (ESANN, 2018)

Spatial Filtering of EEG Signals to Identify Periodic Brain Activity Patterns. - Dounia Mulders; Cyril de Bodt; Nicolas Lejeune; André Mouraux; Michel Verleysen (LVA/ICA, 2018)

Linear Periodic Discriminant Analysis of Multidimensional Signals. - Dounia Mulders; Cyril de Bodt; Nicolas Lejeune; André Mouraux; Michel Verleysen (ICONIP (6), 2018)

Class-aware t-SNE: cat-SNE. - Cyril de Bodt; Dounia Mulders; Daniel López Sánchez; Michel Verleysen; John A. Lee 001 (ESANN, 2019)

Tensor factorization to extract patterns in multimodal EEG data. - Dounia Mulders; Cyril de Bodt; Nicolas Lejeune; John A. Lee 001; André Mouraux; Michel Verleysen (ESANN, 2019)

Nonlinear Dimensionality Reduction With Missing Data Using Parametric Multiple Imputations. - Cyril de Bodt; Dounia Mulders; Michel Verleysen; John Aldo Lee (IEEE Trans. Neural Networks Learn. Syst., 2019)

Inference of node attributes from social network assortativity. - Dounia Mulders; Cyril de Bodt; Johannes Bjelland; Alex Pentland; Michel Verleysen; Yves-Alexandre de Montjoye (Neural Comput. Appl., 2020)

Fast Multiscale Neighbor Embedding. - Cyril de Bodt; Dounia Mulders; Michel Verleysen; John Aldo Lee (IEEE Trans. Neural Networks Learn. Syst., 2022)

Don't skip the skips: autoencoder skip connections improve latent representation discrepancy for anomaly detection. - Anne-Sophie Collin; Cyril de Bodt; Dounia Mulders; Christophe De Vleeschouwer (ESANN, 2023)

Natively Interpretable t-SNE. - Edouard Couplet; Pierre Lambert; Michel Verleysen; Dounia Mulders; John A. Lee 001; Cyril de Bodt (PKDD/ECML Workshops (1), 2023)

Forget early exaggeration in t-SNE: early hierarchization preserves global structure. - John A. Lee 001; Edouard Couplet; Pierre Lambert; Ludovic Journaux; Dounia Mulders; Cyril de Bodt; Michel Verleysen (ESANN, 2024)

Advances in artificial neural networks, machine learning and computational intelligence. - Nicolò Navarin; Dounia Mulders; Luca Oneto (Neurocomputing, 2024)