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Cyril de Bodt
Cyril de Bodt
Postdoctoral Fellow - UCLouvain
Verified email at uclouvain.be - Homepage
Title
Cited by
Cited by
Year
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, 2019
332019
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
312020
Perplexity-free t-SNE and twice Student tt-SNE
C de Bodt, D Mulders, M Verleysen, JA Lee
Proc. ESANN, 123-128, 2018
312018
Class-aware t-SNE: cat-SNE
C de Bodt, D Mulders, D López-Sánchez, M Verleysen, JA Lee
Proc. ESANN, 409-414, 2019
212019
Fast Multiscale Neighbor Embedding
C de Bodt, D Mulders, M Verleysen, JA Lee
IEEE Transactions on Neural Networks and Learning Systems, 2020
202020
Perplexity-free Parametric t-SNE
F Crecchi, C de Bodt, M Verleysen, JA Lee, D Bacciu
Proc. ESANN, 387-392, 2020
162020
Inference of node attributes from social network assortativity
D Mulders, C de Bodt, J Bjelland, A Pentland, M Verleysen, ...
Neural Computing and Applications, 1-21, 2019
162019
Semi-supervised t-SNE with multi-scale neighborhood preservation
W Serna-Serna, C de Bodt, AM Alvarez-Meza, JA Lee, M Verleysen, ...
Neurocomputing 550, 126496, 2023
82023
SQuadMDS: a lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP
P Lambert, C de Bodt, M Verleysen, JA Lee
Neurocomputing, 2022
82022
Tuning Database-Friendly Random Projection Matrices for Improved Distance Preservation on Specific Data
D López-Sánchez, C de Bodt, JA Lee, AG Arrieta, JM Corchado
Applied Intelligence 52 (5), 4927-4939, 2022
82022
Extensive assessment of Barnes-Hut t-SNE
C de Bodt, D Mulders, M Verleysen, JA Lee
Proc. ESANN, 135-140, 2018
72018
Globally local and fast explanations of t-SNE-like nonlinear embeddings
P Lambert, R Marion, J Albert, E Jean, S Corbugy, C de Bodt
Advances in Interpretable Machine Learning and Artificial Intelligence (AIMLAI), 2022
62022
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, ...
12th International Workshop on Self-Organizing Maps and Learning Vector …, 2017
62017
Natively Interpretable t-SNE
E Couplet, P Lambert, M Verleysen, D Mulders, JA Lee, C de Bodt
proc. AIMLAI Workshop at ECML PKDD 1, 1-16, 2023
42023
Stochastic quartet approach for fast multidimensional scaling
P Lambert, C de Bodt, M Verleysen, JA Lee
Proc. ESANN, 417-422, 2021
32021
Investigating latent representations and generalization in deep neural networks for tabular data
E Couplet, P Lambert, M Verleysen, JA Lee, C de Bodt
Neurocomputing 597, 127967, 2024
12024
Nesterov momentum and gradient normalization to improve t-SNE convergence and neighborhood preservation, without early exaggeration
P Lambert, JA Lee, E Couplet, C de Bodt
proc. ESANN 1, 77-82, 2023
12023
On the number of latent representations in deep neural networks for tabular data
E Couplet, P Lambert, M Verleysen, JA Lee, C de Bodt
proc. ESANN 1, 399-404, 2023
12023
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
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Articles 1–20