Dounia Mulders

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 12

Top Topics

Activity Patterns

Computational Finance

Discriminant Analysis

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Neural Comput. Appl.

Publications

Nicolò Navarin, Dounia Mulders, Luca Oneto
Advances in artificial neural networks, machine learning and computational intelligence. Neurocomputing 571 (2024)
Anne-Sophie Collin, Cyril de Bodt, Dounia Mulders, Christophe De Vleeschouwer
Don't skip the skips: autoencoder skip connections improve latent representation discrepancy for anomaly detection. ESANN (2023)
Cyril de Bodt, Dounia Mulders, Michel Verleysen, John Aldo Lee
Fast Multiscale Neighbor Embedding. IEEE Trans. Neural Networks Learn. Syst. 33 (4) (2022)
Dounia Mulders, Cyril de Bodt, Johannes Bjelland, Alex Pentland, Michel Verleysen, Yves-Alexandre de Montjoye
Inference of node attributes from social network assortativity. Neural Comput. Appl. 32 (24) (2020)
Cyril de Bodt, Dounia Mulders, Daniel López Sánchez, Michel Verleysen, John A. Lee
Class-aware t-SNE: cat-SNE. ESANN (2019)
Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, John A. Lee, André Mouraux, Michel Verleysen
Tensor factorization to extract patterns in multimodal EEG data. ESANN (2019)
Cyril de Bodt, Dounia Mulders, Michel Verleysen, John Aldo Lee
Nonlinear Dimensionality Reduction With Missing Data Using Parametric Multiple Imputations. IEEE Trans. Neural Networks Learn. Syst. 30 (4) (2019)
Cyril de Bodt, Dounia Mulders, Michel Verleysen, John A. Lee
Extensive assessment of Barnes-Hut t-SNE. ESANN (2018)
Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, André Mouraux, Michel Verleysen
Spatial Filtering of EEG Signals to Identify Periodic Brain Activity Patterns. LVA/ICA (2018)
Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, André Mouraux, Michel Verleysen
Linear Periodic Discriminant Analysis of Multidimensional Signals. ICONIP (6) (2018)
Cyril de Bodt, Dounia Mulders, Michel Verleysen, John A. Lee
Perplexity-free t-SNE and twice Student tt-SNE. ESANN (2018)
Dounia Mulders, Cyril de Bodt, Johannes Bjelland, Alex 'Sandy' Pentland, Michel Verleysen, Yves-Alexandre de Montjoye
Improving individual predictions using social networks assortativity. WSOM (2017)