Michel Verleysen

ORCID

Publication Activity (10 Years)

Years Active: 1988-2024
Publications (10 Years): 46

Top Venues

ESANN

Neurocomputing

ICFHR

IEEE Trans. Neural Networks Learn. Syst.

Publications

Edouard Couplet, Pierre Lambert, Michel Verleysen, John A. Lee, Cyril de Bodt
Investigating latent representations and generalization in deep neural networks for tabular data. Neurocomputing 597 (2024)
Walter Serna-Serna, Cyril de Bodt, Andrés Marino Álvarez-Meza, John A. Lee, Michel Verleysen, Álvaro Ángel Orozco-Guitiérrez
-SNE with multi-scale neighborhood preservation. Neurocomputing 550 (2023)
Edouard Couplet, Pierre Lambert, Michel Verleysen, John A. Lee, Cyril de Bodt
On the number of latent representations in deep neural networks for tabular data. ESANN (2023)
Reza Sameni, Frédéric Vrins, Fabienne Parmentier, Christophe Hérail, Vincent Vigneron, Michel Verleysen, Christian Jutten, Mohammad B. Shamsollahi
Electrode Selection for Noninvasive Fetal Electrocardiogram Extraction using Mutual Information Criteria. CoRR (2023)
Stef van den Elzen, Gennady L. Andrienko, Natalia V. Andrienko, Brian D. Fisher, Rafael Messias Martins, Jaakko Peltonen, Alexandru C. Telea, Michel Verleysen
The Flow of Trust: A Visualization Framework to Externalize, Explore, and Explain Trust in ML Applications. IEEE Computer Graphics and Applications 43 (2) (2023)
Cyril de Bodt, Dounia Mulders, Michel Verleysen, John Aldo Lee
Fast Multiscale Neighbor Embedding. IEEE Trans. Neural Networks Learn. Syst. 33 (4) (2022)
Pierre Lambert, Cyril de Bodt, Michel Verleysen, John A. Lee
SQuadMDS: a lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP. CoRR (2022)
Pierre Lambert, Cyril de Bodt, Michel Verleysen, John A. Lee
-SNE and UMAP. Neurocomputing 503 (2022)
Pierre Lambert, Cyril de Bodt, Michel Verleysen, John A. Lee
Stochastic quartet approach for fast multidimensional scaling. ESANN (2021)
Alexandra Degeest, Benoît Frénay, Michel Verleysen
Reading grid for feature selection relevance criteria in regression. Pattern Recognit. Lett. 148 (2021)
Pierre Lambert, John A. Lee, Michel Verleysen, Cyril de Bodt
Impact of data subsamplings in Fast Multi-Scale Neighbor Embedding. ESANN (2021)
Michel Verleysen
Machine Learning with Limited Size Datasets. IJCCI (2020)
Frederico Coelho, Marcelo Costa, Michel Verleysen, Antônio P. Braga
LASSO multi-objective learning algorithm for feature selection. Soft Comput. 24 (17) (2020)
Dounia Mulders, Cyril de Bodt, Johannes Bjelland, Alex Pentland, Michel Verleysen, Yves-Alexandre de Montjoye
Inference of node attributes from social network assortativity. Neural Comput. Appl. 32 (24) (2020)
Dona Valy, Michel Verleysen, Sophea Chhun
Data Augmentation and Text Recognition on Khmer Historical Manuscripts. ICFHR (2020)
Francesco Crecchi, Cyril de Bodt, Michel Verleysen, John A. Lee, Davide Bacciu
Perplexity-free Parametric t-SNE. CoRR (2020)
Michel Verleysen
Machine Learning with Limited Size Datasets. PECCS (2020)
Francesco Crecchi, Cyril de Bodt, Michel Verleysen, John A. Lee, Davide Bacciu
Perplexity-free Parametric t-SNE. ESANN (2020)
Cyril de Bodt, Dounia Mulders, Daniel López Sánchez, Michel Verleysen, John A. Lee
Class-aware t-SNE: cat-SNE. ESANN (2019)
Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, John A. Lee, André Mouraux, Michel Verleysen
Tensor factorization to extract patterns in multimodal EEG data. ESANN (2019)
Alexandra Degeest, Michel Verleysen, Benoît Frénay
About Filter Criteria for Feature Selection in Regression. IWANN (2) (2019)
Dona Valy, Michel Verleysen, Sophea Chhun
Text Recognition on Khmer Historical Documents using Glyph Class Map Generation with Encoder-Decoder Model. ICPRAM (2019)
Cyril de Bodt, Dounia Mulders, Michel Verleysen, John Aldo Lee
Nonlinear Dimensionality Reduction With Missing Data Using Parametric Multiple Imputations. IEEE Trans. Neural Networks Learn. Syst. 30 (4) (2019)
Frederico Coelho, Cristiano Leite Castro, Antônio P. Braga, Michel Verleysen
Semi-supervised relevance index for feature selection. Neural Comput. Appl. 31 (S-2) (2019)
Alexandra Degeest, Michel Verleysen, Benoît Frénay
Comparison Between Filter Criteria for Feature Selection in Regression. ICANN (2) (2019)
Ángel Campo, Marc Francaux, Laurent Baijot, Michel Verleysen
MAP best performances prediction for endurance runners. ESANN (2019)
Cyril de Bodt, Dounia Mulders, Michel Verleysen, John A. Lee
Extensive assessment of Barnes-Hut t-SNE. ESANN (2018)
Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, André Mouraux, Michel Verleysen
Spatial Filtering of EEG Signals to Identify Periodic Brain Activity Patterns. LVA/ICA (2018)
Made Windu Antara Kesiman, Dona Valy, Jean-Christophe Burie, Erick Paulus, Mira Suryani, Setiawan Hadi, Michel Verleysen, Sophea Chhun, Jean-Marc Ogier
ICFHR 2018 Competition On Document Image Analysis Tasks for Southeast Asian Palm Leaf Manuscripts. ICFHR (2018)
Dounia Mulders, Cyril de Bodt, Nicolas Lejeune, André Mouraux, Michel Verleysen
Linear Periodic Discriminant Analysis of Multidimensional Signals. ICONIP (6) (2018)
Alexandra Degeest, Michel Verleysen, Benoît Frénay
Smoothness Bias in Relevance Estimators for Feature Selection in Regression. AIAI (2018)
Dona Valy, Michel Verleysen, Sophea Chhun, Jean-Christophe Burie
Character and Text Recognition of Khmer Historical Palm Leaf Manuscripts. ICFHR (2018)
Cyril de Bodt, Dounia Mulders, Michel Verleysen, John A. Lee
Perplexity-free t-SNE and twice Student tt-SNE. ESANN (2018)
Made Windu Antara Kesiman, Dona Valy, Jean-Christophe Burie, Erick Paulus, Mira Suryani, Setiawan Hadi, Michel Verleysen, Sophea Chhun, Jean-Marc Ogier
Benchmarking of Document Image Analysis Tasks for Palm Leaf Manuscripts from Southeast Asia. J. Imaging 4 (2) (2018)
Andrés Marino Álvarez-Meza, John Aldo Lee, Michel Verleysen, Germán Castellanos-Domínguez
Kernel-based dimensionality reduction using Renyi's α-entropy measures of similarity. Neurocomputing 222 (2017)
Dona Valy, Michel Verleysen, Sophea Chhun, Jean-Christophe Burie
A New Khmer Palm Leaf Manuscript Dataset for Document Analysis and Recognition: SleukRith Set. HIP@ICDAR (2017)
Mohamed Khalil El Mahrsi, Etienne Côme, Latifa Oukhellou, Michel Verleysen
Clustering Smart Card Data for Urban Mobility Analysis. IEEE Trans. Intell. Transp. Syst. 18 (3) (2017)
Dona Valy, Michel Verleysen, Kimheng Sok
Line segmentation for grayscale text images of khmer palm leaf manuscripts. IPTA (2017)
Dimitri de Smet, Michel Verleysen, Marc Francaux
Running Race Times Prediction and Runner Performances Comparison using a Matrix Factorization Approach. icSPORTS (2017)
Dounia Mulders, Cyril de Bodt, Johannes Bjelland, Alex 'Sandy' Pentland, Michel Verleysen, Yves-Alexandre de Montjoye
Improving individual predictions using social networks assortativity. WSOM (2017)
Sergio García-Vega, Germán Castellanos-Domínguez, Michel Verleysen, John Aldo Lee
Multi-step-ahead forecasting using kernel adaptive filtering. IJCNN (2016)
Benoît Frénay, Michel Verleysen
Reinforced Extreme Learning Machines for Fast Robust Regression in the Presence of Outliers. IEEE Trans. Cybern. 46 (12) (2016)
Dimitri de Smet, Marc Francaux, Julien M. Hendrickx, Michel Verleysen
Heart Rate Modelling as a Potential Physical Fitness Assessment for Runners and Cyclists. MLSA@PKDD/ECML (2016)
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Michel Verleysen
A state-space model on interactive dimensionality reduction. ESANN (2016)
Frederico Coelho, Antônio de Pádua Braga, Michel Verleysen
A Mutual Information estimator for continuous and discrete variables applied to Feature Selection and Classification problems. Int. J. Comput. Intell. Syst. 9 (4) (2016)
Dona Valy, Michel Verleysen, Kimheng Sok
Line Segmentation Approach for Ancient Palm Leaf Manuscripts Using Competitive Learning Algorithm. ICFHR (2016)
Lieven Billiet, Borbála Hunyadi, Vladimir Matic, Sabine Van Huffel, Michel Verleysen, Maarten De Vos
Single Trial Classification for Mobile BCI - A Multiway Kernel Approach. BIOSIGNALS (2015)
Daniel A. Keim, Tamara Munzner, Fabrice Rossi, Michel Verleysen
Bridging Information Visualization with Machine Learning (Dagstuhl Seminar 15101). Dagstuhl Reports 5 (3) (2015)
Alexandra Degeest, Michel Verleysen, Benoît Frénay
Feature ranking in changing environments where new features are introduced. IJCNN (2015)
Diego Hernán Peluffo-Ordóñez, Juan Carlos Alvarado-Pérez, John Aldo Lee, Michel Verleysen
Geometrical homotopy for data visualization. ESANN (2015)
John Aldo Lee, Diego Hernán Peluffo-Ordóñez, Michel Verleysen
Multi-scale similarities in stochastic neighbour embedding: Reducing dimensionality while preserving both local and global structure. Neurocomputing 169 (2015)
Guillaume Bernard, Michel Verleysen, John Aldo Lee
Incremental classification of objects in scenes: Application to the delineation of images. Neurocomputing 152 (2015)
Diego Hernán Peluffo-Ordóñez, John Aldo Lee, Michel Verleysen
Recent methods for dimensionality reduction: A brief comparative analysis. ESANN (2014)
John Aldo Lee, Michel Verleysen
Two key properties of dimensionality reduction methods. CIDM (2014)
Alexandra Degeest, Benoît Frénay, Michel Verleysen
Automatic correction of SVM for drifted data classification. EGC (2014)
Ludovic-Henri Gustin, François Durvaux, Stéphanie Kerckhof, François-Xavier Standaert, Michel Verleysen
Support Vector Machines for Improved IP Detection with Soft Physical Hash Functions. COSADE (2014)
Ignacio Díaz Blanco, Abel Alberto Cuadrado Vega, Daniel Pérez, Francisco J. García-Fernández, Michel Verleysen
Interactive dimensionality reduction for visual analytics. ESANN (2014)
Diego Hernán Peluffo-Ordóñez, John Aldo Lee, Michel Verleysen
Short Review of Dimensionality Reduction Methods Based on Stochastic Neighbour Embedding. WSOM (2014)
Diego Hernán Peluffo-Ordóñez, John Aldo Lee, Michel Verleysen, José L. Rodríguez, Germán Castellanos-Domínguez
Unsupervised Relevance Analysis for Feature Extraction and Selection - A Distance-based Approach for Feature Relevance. ICPRAM (2014)
Benoît Frénay, Gauthier Doquire, Michel Verleysen
Estimating mutual information for feature selection in the presence of label noise. Comput. Stat. Data Anal. 71 (2014)
Benoît Frénay, Michel Verleysen
Classification in the Presence of Label Noise: A Survey. IEEE Trans. Neural Networks Learn. Syst. 25 (5) (2014)
Emil Eirola, Amaury Lendasse, Francesco Corona, Michel Verleysen
The delta test: The 1-NN estimator as a feature selection criterion. IJCNN (2014)
John Aldo Lee, Diego Hernán Peluffo-Ordóñez, Michel Verleysen
Multiscale stochastic neighbor embedding: Towards parameter-free dimensionality reduction. ESANN (2014)
Benoît Frénay, Michel Verleysen
Pointwise probability reinforcements for robust statistical inference. Neural Networks 50 (2014)
Diego Hernán Peluffo-Ordóñez, John Aldo Lee, Michel Verleysen
Generalized kernel framework for unsupervised spectral methods of dimensionality reduction. CIDM (2014)
Gauthier Doquire, Michel Verleysen
Mutual information-based feature selection for multilabel classification. Neurocomputing 122 (2013)
Guillaume Bernard, Michel Verleysen, John Aldo Lee
Segmentation with Incremental Classifiers. ICIAP (2) (2013)
Benoît Frénay, Gauthier Doquire, Michel Verleysen
Is mutual information adequate for feature selection in regression? Neural Networks 48 (2013)
Emilie Renard, Pierre Dupont, Michel Verleysen
User Control for Adjusting Conflicting Objectives in Parameter-dependent Visualization of Data. VAMP@EuroVis (2013)
Francisco J. García-Fernández, Michel Verleysen, John A. Lee, Ignacio Díaz Blanco
Stability Comparison of Dimensionality Reduction Techniques Attending to Data and Parameter Variations. VAMP@EuroVis (2013)
Gauthier Doquire, Benoît Frénay, Michel Verleysen
Risk Estimation and Feature Selection. ESANN (2013)
Matthias Schäfer, Leishi Zhang, Tobias Schreck, Andrada Tatu, John Aldo Lee, Michel Verleysen, Daniel A. Keim
Improving projection-based data analysis by feature space transformations. Visualization and Data Analysis (2013)
Benoît Frénay, Mark van Heeswijk, Yoan Miche, Michel Verleysen, Amaury Lendasse
Feature selection for nonlinear models with extreme learning machines. Neurocomputing 102 (2013)
Gauthier Doquire, Michel Verleysen
A graph Laplacian based approach to semi-supervised feature selection for regression problems. Neurocomputing 121 (2013)
John Aldo Lee, Emilie Renard, Guillaume Bernard, Pierre Dupont, Michel Verleysen
Type 1 and 2 mixtures of Kullback-Leibler divergences as cost functions in dimensionality reduction based on similarity preservation. Neurocomputing 112 (2013)
Benoît Frénay, Gauthier Doquire, Michel Verleysen
Theoretical and empirical study on the potential inadequacy of mutual information for feature selection in classification. Neurocomputing 112 (2013)
Emil Eirola, Gauthier Doquire, Michel Verleysen, Amaury Lendasse
Distance estimation in numerical data sets with missing values. Inf. Sci. 240 (2013)
Francisco J. García-Fernández, Michel Verleysen, John Aldo Lee, Ignacio Díaz Blanco
Sensitivity to parameter and data variations in dimensionality reduction techniques. ESANN (2013)
Michel Verleysen, John Aldo Lee
Nonlinear Dimensionality Reduction for Visualization. ICONIP (1) (2013)
Daniel A. Keim, Fabrice Rossi, Thomas Seidl, Michel Verleysen, Stefan Wrobel
Information Visualization, Visual Data Mining and Machine Learning (Dagstuhl Seminar 12081). Dagstuhl Reports 2 (2) (2012)
Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
Weighted Conditional Random Fields for Supervised Interpatient Heartbeat Classification. IEEE Trans. Biomed. Eng. 59 (1) (2012)
Gauthier Doquire, Michel Verleysen
A Comparison of Multivariate Mutual Information Estimators for Feature Selection. ICPRAM (1) (2012)
Jérôme Paul, Michel Verleysen, Pierre Dupont
The stability of feature selection and class prediction from ensemble tree classifiers. ESANN (2012)
Frederico Coelho, Antônio de Pádua Braga, Michel Verleysen
Cluster homogeneity as a semi-supervised principle for feature selection using mutual information. ESANN (2012)
Benoît Frénay, Gauthier Doquire, Michel Verleysen
On the Potential Inadequacy of Mutual Information for Feature Selection. ESANN (2012)
Guillaume Bernard, Michel Verleysen, John Aldo Lee
Incremental feature building and classification for image segmentation. ESANN (2012)
Gauthier Doquire, Michel Verleysen
Handling Imprecise Labels in Feature Selection with Graph Laplacian. ICPRAM (1) (2012)
Gauthier Doquire, Michel Verleysen
Feature selection with missing data using mutual information estimators. Neurocomputing 90 (2012)
Benoît Frénay, Michel Verleysen
Parameter-insensitive kernel in extreme learning for non-linear support vector regression. Neurocomputing 74 (16) (2011)
Gaël de Lannoy, Damien François, Michel Verleysen
Class-Specific Feature Selection for One-Against-All Multiclass SVMs. ESANN (2011)
Carlos Guerrero-Mosquera, Michel Verleysen, Ángel Navia-Vázquez
Dimensionality reduction for EEG classification using Mutual Information and SVM. MLSP (2011)
Gauthier Doquire, Michel Verleysen
Mutual information based feature selection for mixed data. ESANN (2011)
Arnaud de Decker, Damien François, Michel Verleysen, John Aldo Lee
Mode estimation in high-dimensional spaces with flat-top kernels: Application to image denoising. Neurocomputing 74 (9) (2011)
Gauthier Doquire, Michel Verleysen
Feature Selection for Multi-label Classification Problems. IWANN (1) (2011)
Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen
Feature Selection for Interpatient Supervised Heart Beat Classification. Comput. Intell. Neurosci. 2011 (2011)
Benoît Frénay, Gaël de Lannoy, Michel Verleysen
Label Noise-Tolerant Hidden Markov Models for Segmentation: Application to ECGs. ECML/PKDD (1) (2011)
Gauthier Doquire, Michel Verleysen
Graph Laplacian for Semi-supervised Feature Selection in Regression Problems. IWANN (1) (2011)
Gauthier Doquire, Michel Verleysen
Mutual information for feature selection with missing data. ESANN (2011)
John Aldo Lee, Michel Verleysen
Shift-invariant similarities circumvent distance concentration in stochastic neighbor embedding and variants. ICCS (2011)
Michel Verleysen
Feature Selection for High-dimensional Data Analysis. IJCCI (NCTA) (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Michel Verleysen