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M
Michel Verleysen
uclouvain/sst/icteam
54
H-index
529
Paper Count
1.5W
Citation Count
0
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Published Papers
71
Publication Date
Publication Date
Impact Factor
Citations
Improving on early exaggeration in -SNE: early hierarchization better preserves global structure
Neurocomputing
IF
6.5
2025-10-27
0
PRE
AI
John A. Lee; Edouard Couplet; Pierre H. Lambert; Pierre Merveille; Ludovic Journaux; Dounia Mulders; Cyril de Bodt; Michel Verleysen
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Investigating latent representations and generalization in deep neural networks for tabular data
NEUROCOMPUTING
IF
6.5
2024-09-01
0
PRE
AI
Couplet, Edouard; Lambert, Pierre; Verleysen, Michel; Lee, John A.; de Bodt, Cyril
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Semi-supervised t-SNE with multi-scale neighborhood preservation
NEUROCOMPUTING
IF
6.5
2023-09-01
7
PRE
AI
Serna-Serna, Walter; de Bodt, Cyril; Alvarez-Meza, Andres M.; Lee, John A.; Verleysen, Michel; Orozco-Gutierrez, Alvaro A.
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SQuadMDS: A lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP
NEUROCOMPUTING
IF
6.5
2022-09-01
0
OA
AI
Lambert, Pierre; de Bodt, Cyril; Verleysen, Michel; Lee, John A.
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Fast Multiscale Neighbor Embedding
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2022-04-01
6
PRE
AI
de Bodt, Cyril; Mulders, Dounia; Verleysen, Michel; Lee, John Aldo
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Reading grid for feature selection relevance criteria in regression *
PATTERN RECOGNITION LETTERS
IF
3.3
2021-08-01
1
PRE
AI
Degeest, Alexandra; Frenay, Benoit; Verleysen, Michel
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LASSO multi-objective learning algorithm for feature selection
SOFT COMPUTING
IF
2.5
2020-02-03
17
PRE
AI
Coelho, Frederico; Costa, Marcelo; Verleysen, Michel; Braga, Antonio P.
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Nonlinear Dimensionality Reduction With Missing Data Using Parametric Multiple Imputations
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2019-04-01
14
PRE
AI
de Bodt, Cyril; Mulders, Dounia; Verleysen, Michel; Lee, John Aldo
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Combining strong sparsity and competitive predictive power with the L-sOPLS approach for biomarker discovery in metabolomics
METABOLOMICS
IF
3.3
2017-09-27
3
PRE
AI
Feraud, Baptiste; Munaut, Carine; Martin, Manon; Verleysen, Michel; Govaerts, Bernadette
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Clustering Smart Card Data for Urban Mobility Analysis
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF
8.4
2017-03-01
142
PRE
AI
El Mahrsi, Mohamed K.; Come, Etienne; Oukhellou, Latifa; Verleysen, Michel
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Kernel-based dimensionality reduction using Renyi's α-entropy measures of similarity
NEUROCOMPUTING
IF
6.5
2017-01-01
19
PRE
AI
Alvarez-Meza, A. M.; Lee, J. A.; Verleysen, Michel; Castellanos-Dominguez, G.
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Reinforced Extreme Learning Machines for Fast Robust Regression in the Presence of Outliers
IEEE TRANSACTIONS ON CYBERNETICS
IF
10.5
2016-12-01
20
PRE
AI
Frenay, Benoit; Verleysen, Michel
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Multi-scale similarities in stochastic neighbour embedding: Reducing dimensionality while preserving both local and global structure
NEUROCOMPUTING
IF
6.5
2015-12-01
50
PRE
AI
Lee, John A.; Peluffo-Ordonez, Diego H.; Verleysen, Michel
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Statistical treatment of 2D NMR COSY spectra in metabolomics: data preparation, clustering-based evaluation of the Metabolomic Informative Content and comparison with 1H-NMR
METABOLOMICS
IF
3.3
2015-07-23
35
PRE
AI
Feraud, Baptiste; Govaerts, Bernadette; Verleysen, Michel; de Tullio, Pascal
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Incremental classification of objects in scenes: Application to the delineation of images
NEUROCOMPUTING
IF
6.5
2015-03-01
2
PRE
AI
Bernard, Guillaume; Verleysen, Michel; Lee, John A.
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Automatic Organ at Risk Delineation with Machine Learning Techniques
MEDICAL PHYSICS
IF
3.2
2014-05-29
1
PRE
AI
Bernard, G.; Verleysen, M.; Lee, J.
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Classification in the Presence of Label Noise: a Survey
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2014-05-01
1.2K
PRE
AI
Frenay, Benoit; Verleysen, Michel
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Pointwise probability reinforcements for robust statistical inference
NEURAL NETWORKS
IF
6.3
2014-02-01
1
PRE
AI
Frenay, Benoit; Verleysen, Michel
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Mutual information-based feature selection for multilabel classification
NEUROCOMPUTING
IF
6.5
2013-12-01
115
PRE
AI
Doquire, Gauthier; Verleysen, Michel
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A graph Laplacian based approach to semi-supervised feature selection for regression problems
NEUROCOMPUTING
IF
6.5
2013-12-01
68
PRE
AI
Doquire, Gauthier; Verleysen, Michel
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Research Directions
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Co-authors
Cooperation Journals
K
Keith Worden
H-index: 75 · Papers: 832
J
Joos Vandewalle
H-index: 75 · Papers: 964
Y
Yvan Vander Heyden
H-index: 68 · Papers: 954
W
Wiesław J. Staszewski
H-index: 61 · Papers: 348
E
Erkki Oja
H-index: 59 · Papers: 351
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