Dounia Mulders

15 papers B 6Journal 5Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Improving on early exaggeration in t -SNE: Early hierarchization better preserves global structure. Neurocomputing John A. Lee, Edouard Couplet, Pierre Lambert, Pierre Merveille, Ludovic Journaux, Dounia Mulders, Cyril de Bodt, Michel Verleysen
2024	J	`jnl`	Advances in artificial neural networks, machine learning and computational intelligence. Neurocomputing Nicolò Navarin, Dounia Mulders, Luca Oneto
2024	B	`conf`	Forget early exaggeration in t-SNE: early hierarchization preserves global structure. ESANN John A. Lee, Edouard Couplet, Pierre Lambert, Ludovic Journaux, Dounia Mulders, Cyril de Bodt, Michel Verleysen
2023	B	`conf`	Don't skip the skips: autoencoder skip connections improve latent representation discrepancy for anomaly detection. ESANN Anne-Sophie Collin, Cyril de Bodt, Dounia Mulders, Christophe De Vleeschouwer
2023	—	`conf`	Natively Interpretable t-SNE. PKDD/ECML Workshops (1) Edouard Couplet, Pierre Lambert, Michel Verleysen, Dounia Mulders, John A. Lee, Cyril de Bodt
2022	J	`jnl`	Fast Multiscale Neighbor Embedding. IEEE Trans. Neural Networks Learn. Syst. Cyril de Bodt, Dounia Mulders, Michel Verleysen, John Aldo Lee
2020	J	`jnl`	Inference of node attributes from social network assortativity. Neural Comput. Appl. Dounia Mulders, Cyril de Bodt, Johannes Bjelland, Alex Pentland, Michel Verleysen, Yves-Alexandre de Montjoye
2019	B	`conf`	Class-aware t-SNE: cat-SNE. ESANN Cyril de Bodt, Dounia Mulders, Daniel López Sánchez, Michel Verleysen, John A. Lee
2019	J	`jnl`	Nonlinear Dimensionality Reduction With Missing Data Using Parametric Multiple Imputations. IEEE Trans. Neural Networks Learn. Syst. Cyril de Bodt, Dounia Mulders, Michel Verleysen, John Aldo Lee
2019	B	`conf`	Tensor factorization to extract patterns in multimodal EEG data. ESANN Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, John A. Lee, André Mouraux, Michel Verleysen
2018	B	`conf`	Extensive assessment of Barnes-Hut t-SNE. ESANN Cyril de Bodt, Dounia Mulders, Michel Verleysen, John A. Lee
2018	—	`conf`	Linear Periodic Discriminant Analysis of Multidimensional Signals. ICONIP (6) Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, André Mouraux, Michel Verleysen
2018	B	`conf`	Perplexity-free t-SNE and twice Student tt-SNE. ESANN Cyril de Bodt, Dounia Mulders, Michel Verleysen, John A. Lee
2018	—	`conf`	Spatial Filtering of EEG Signals to Identify Periodic Brain Activity Patterns. LVA/ICA Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, André Mouraux, Michel Verleysen
2017	—	`conf`	Improving individual predictions using social networks assortativity. WSOM Dounia Mulders, Cyril de Bodt, Johannes Bjelland, Alex 'Sandy' Pentland, Michel Verleysen, Yves-Alexandre de Montjoye