Follow
Dounia Mulders
Dounia Mulders
Postdoctoral Fellow - MIT
Verified email at mit.edu - Homepage
Title
Cited by
Cited by
Year
Gamma-band oscillations preferential for nociception can be recorded in the human insula
G Liberati, A Klöcker, M Algoet, D Mulders, M Maia Safronova, ...
Cerebral cortex 28 (10), 3650-3664, 2017
592017
Perplexity-free t-SNE and twice Student tt-SNE
C de Bodt, D Mulders, M Verleysen, JA Lee
Proc. ESANN, 123-128, 2018
292018
Nonlinear Dimensionality Reduction With Missing Data Using Parametric Multiple Imputations
C de Bodt, D Mulders, M Verleysen, JA Lee
IEEE transactions on neural networks and learning systems 30 (4), 1166-1179, 2018
282018
Dynamics of the perception and EEG signals triggered by tonic warm and cool stimulation
D Mulders, C de Bodt, N Lejeune, A Courtin, G Liberati, M Verleysen, ...
Plos one 15 (4), e0231698, 2020
252020
Insular responses to transient painful and non-painful thermal and mechanical spinothalamic stimuli recorded using intracerebral EEG
G Liberati, D Mulders, M Algoet, EN van den Broeke, SF Santos, JGR Vaz, ...
Scientific Reports 10 (1), 1-15, 2020
232020
Fast Multiscale Neighbor Embedding
C de Bodt, D Mulders, M Verleysen, JA Lee
IEEE Transactions on Neural Networks and Learning Systems, 2020
182020
Inference of node attributes from social network assortativity
D Mulders, C de Bodt, J Bjelland, A Pentland, M Verleysen, ...
Neural Computing and Applications 32, 18023-18043, 2020
172020
Class-aware t-SNE: cat-SNE
C de Bodt, D Mulders, D López-Sánchez, M Verleysen, JA Lee
Proc. ESANN, 409-414, 2019
172019
EEG time-warping to study non-strictly-periodic EEG signals related to the production of rhythmic movements
B Chemin, G Huang, D Mulders, A Mouraux
Journal of neuroscience methods 308, 106-115, 2018
152018
Confidence of probabilistic predictions modulates the cortical response to pain
D Mulders, B Seymour, A Mouraux, F Mancini
Proceedings of the National Academy of Sciences 120 (4), e2212252120, 2023
102023
Extensive assessment of Barnes-Hut t-SNE
C de Bodt, D Mulders, M Verleysen, JA Lee
Proc. ESANN, 135-140, 2018
72018
A structured scaffold underlies activity in the hippocampus
D Mulders, MY Yim, JS Lee, AK Lee, T Taillefumier, IR Fiete
bioRxiv, 2021.11. 20.469406, 2021
62021
Spatial filtering of EEG signals to identify periodic brain activity patterns
D Mulders, C de Bodt, N Lejeune, A Mouraux, M Verleysen
International Conference on Latent Variable Analysis and Signal Separation …, 2018
62018
Improving individual predictions using social networks assortativity
D Mulders, C de Bodt, J Bjelland, AS Pentland, M Verleysen, ...
2017 12th International Workshop on Self-Organizing Maps and Learning Vector …, 2017
62017
Advances in artificial neural networks, machine learning and computational intelligence
N Navarin, D Mulders, L Oneto
Neurocomputing 571, 2024
22024
Tensor factorization to extract patterns in multimodal EEG data
D Mulders, C de Bodt, N Lejeune, JA Lee, A Mouraux, M Verleysen
Proc. ESANN, 601-606, 2019
12019
Linear Periodic Discriminant Analysis of Multidimensional Signals
D Mulders, C de Bodt, N Lejeune, A Mouraux, M Verleysen
International Conference on Neural Information Processing, 476-487, 2018
12018
Measuring self-similarity in empirical signals to understand musical beat perception
T Lenc, C Lenoir, PE Keller, R Polak, D Mulders, S Nozaradan
2024
Natively Interpretable t-SNE
E Couplet, P Lambert, M Verleysen, D Mulders, JA Lee, C De Bodt
Proceedings of AIMLAI workshop 1, 1, 2023
2023
Don't skip the skips: autoencoder skip connections improve latent representation discrepancy for anomaly detection
AS Collin, C de Bodt, D Mulders, C De Vleeschouwer
2023
The system can't perform the operation now. Try again later.
Articles 1–20