Michel Verleysen
Université Catholique de Louvain
H-index: 62
Europe-Belgium
Top articles of Michel Verleysen
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Natively Interpretable t-SNE | Proceedings of AIMLAI workshop | Edouard Couplet Pierre Lambert Michel Verleysen Dounia Mulders John Aldo Lee | 2023 |
On the number of latent representations in deep neural networks for tabular data | ESANN proceedings | Edouard Couplet Pierre Lambert Michel Verleysen John A Lee Cyril De Bodt | 2023 |
Semi-supervised t-SNE with multi-scale neighborhood preservation | Neurocomputing | Walter Serna-Serna Cyril De Bodt Andres M Alvarez-Meza John A Lee Michel Verleysen | 2023/9/14 |
Functional brain connectivity indexes derived from low-density EEG of pre-implanted patients as VNS outcome predictors | Journal of neural engineering | Enrique Germany Igor Teixeira Venethia Danthine Roberto Santalucia Inci Cakiroglu | 2023/8/29 |
The flow of trust: A visualization framework to externalize, explore, and explain trust in ML applications | IEEE computer graphics and applications | Stef van den Elzen Gennady Andrienko Natalia Andrienko Brian D Fisher Rafael M Martins | 2023/3/23 |
Electrode selection for noninvasive fetal electrocardiogram extraction using mutual information criteria | arXiv preprint arXiv:2302.00206 | Reza Sameni Frédéric Vrins Fabienne Parmentier Christophe Herail Vincent Vigneron | 2023/2/1 |
SQuadMDS: A lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP | Neurocomputing | Pierre Lambert Cyril de Bodt Michel Verleysen John A Lee | 2022/9/7 |
Independent Component Analysis (ICA) | Unpublished course notes from UCLouvain | Michel Verleysen | 2022 |
Stochastic quartet approach for fast multidimensional scaling. | Pierre Lambert Cyril de Bodt Michel Verleysen John A Lee | 2021 | |
Impact of data subsamplings in Fast Multi-Scale Neighbor Embedding. | Pierre Lambert John A Lee Michel Verleysen Cyril De Bodt | 2021 | |
Reading grid for feature selection relevance criteria in regression | Pattern Recognition Letters | Alexandra Degeest Benoît Frénay Michel Verleysen | 2021/8/1 |
LASSO multi-objective learning algorithm for feature selection | Soft Computing | Frederico Coelho Marcelo Costa Michel Verleysen Antônio P Braga | 2020/9 |
Dynamics of the perception and EEG signals triggered by tonic warm and cool stimulation | PLoS One | Dounia Mulders Cyril de Bodt Nicolas Lejeune Arthur Courtin Giulia Liberati | 2020/4/23 |
Fast multiscale neighbor embedding | IEEE Transactions on Neural Networks and Learning Systems | Cyril De Bodt Dounia Mulders Michel Verleysen John Aldo Lee | 2020/12/25 |
Feedforward models | Michel Verleysen | 2020/1/15 | |
Inference of node attributes from social network assortativity | Neural Computing and Applications | Dounia Mulders Cyril de Bodt Johannes Bjelland Alex Pentland Michel Verleysen | 2020/12 |
Machine Learning with Limited Size Datasets. | Michel Verleysen | 2020 | |
Perplexity-free Parametric t-SNE | Francesco Crecchi Cyril de Bodt Michel Verleysen John Aldo Lee Davide Bacciu | 2020 | |
Data augmentation and text recognition on Khmer historical manuscripts | Dona Valy Michel Verleysen Sophea Chhun | 2020/9/8 |
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