Dounia Mulders

According to our database, Dounia Mulders authored at least 13 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Advances in artificial neural networks, machine learning and computational intelligence.

Nicolò Navarin, Dounia Mulders, Luca Oneto

Neurocomputing, February, 2024

Forget early exaggeration in t-SNE: early hierarchization preserves global structure.

John A. Lee, Edouard Couplet, Pierre Lambert, Ludovic Journaux, Dounia Mulders, Cyril de Bodt, Michel Verleysen

Proceedings of the 32nd European Symposium on Artificial Neural Networks, 2024

2023

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

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022

Fast Multiscale Neighbor Embedding.

Cyril de Bodt, Dounia Mulders, Michel Verleysen, John Aldo Lee

IEEE Trans. Neural Networks Learn. Syst., 2022

2020

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

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

Tensor factorization to extract patterns in multimodal EEG data.

Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, John A. Lee, André Mouraux, Michel Verleysen

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

Class-aware t-SNE: cat-SNE.

Cyril de Bodt, Dounia Mulders, Daniel López Sánchez, Michel Verleysen, John A. Lee

Proceedings of the 27th European Symposium on Artificial Neural Networks, 2019

2018

Linear Periodic Discriminant Analysis of Multidimensional Signals.

Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, André Mouraux, Michel Verleysen

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Spatial Filtering of EEG Signals to Identify Periodic Brain Activity Patterns.

Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, André Mouraux, Michel Verleysen

Proceedings of the Latent Variable Analysis and Signal Separation, 2018

Extensive assessment of Barnes-Hut t-SNE.

Cyril de Bodt, Dounia Mulders, Michel Verleysen, John A. Lee

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

Perplexity-free t-SNE and twice Student tt-SNE.

Cyril de Bodt, Dounia Mulders, Michel Verleysen, John A. Lee

Proceedings of the 26th European Symposium on Artificial Neural Networks, 2018

2017

Improving individual predictions using social networks assortativity.

Dounia Mulders, Cyril de Bodt, Johannes Bjelland, Alex 'Sandy' Pentland, Michel Verleysen, Yves-Alexandre de Montjoye

Proceedings of the 12th International Workshop on Self-Organizing Maps and Learning Vector Quantization, 2017