List of works - Michel Verleysen

A minimum-range approach to blind extraction of bounded sources

scientific article published in May 2007

Classification in the presence of label noise: a survey

scientific article published in May 2014

Clustering patterns of urban built-up areas with curves of fractal scaling behaviour

DD-HDS: A method for visualization and exploration of high-dimensional data

scientific article

Double quantization of the regressor space for long-term time series prediction: method and proof of stability.

scientific article published on October 2004

Dynamics of the perception and EEG signals triggered by tonic warm and cool stimulation

scientific article published on 23 April 2020

EEG feature selection using mutual information and support vector machine: A comparative analysis.

scientific article published in January 2010

Fast Multiscale Neighbor Embedding

scientific article published on 25 December 2020

Feature selection for nonlinear models with extreme learning machines

Is mutual information adequate for feature selection in regression?

scientific article published on 11 July 2013

Modelling the quality of enantiomeric separations using Mutual Information as an alternative variable selection technique

scientific article published on 4 September 2007

Nonlinear Dimensionality Reduction With Missing Data Using Parametric Multiple Imputations

scientific article published on 01 April 2019

Pointwise probability reinforcements for robust statistical inference.

scientific article published on 21 November 2013

Prediction of visual perceptions with artificial neural networks in a visual prosthesis for the blind.

scientific article

Quality assessment of dimensionality reduction: Rank-based criteria

scientific article published on 11 January 2009

Reinforced Extreme Learning Machines for Fast Robust Regression in the Presence of Outliers

scientific article published on 17 December 2015

Robust Bayesian clustering

scientific article published on 29 September 2006

Self-organizing maps with recursive neighborhood adaptation

scientific article published in October 2002

Statistical tools to assess the reliability of self-organizing maps

scientific article published in October 2002

Unfolding preprocessing for meaningful time series clustering

scientific article published on 3 July 2006

Unique in the Crowd: The privacy bounds of human mobility

scientific article

Weighted conditional random fields for supervised interpatient heartbeat classification

scientific article published on 10 October 2011

List of works by Michel Verleysen

A minimum-range approach to blind extraction of bounded sources

Classification in the presence of label noise: a survey

Clustering patterns of urban built-up areas with curves of fractal scaling behaviour

DD-HDS: A method for visualization and exploration of high-dimensional data

Double quantization of the regressor space for long-term time series prediction: method and proof of stability.

Dynamics of the perception and EEG signals triggered by tonic warm and cool stimulation

EEG feature selection using mutual information and support vector machine: A comparative analysis.

Fast Multiscale Neighbor Embedding

Feature selection for nonlinear models with extreme learning machines

Is mutual information adequate for feature selection in regression?

Modelling the quality of enantiomeric separations using Mutual Information as an alternative variable selection technique

Nonlinear Dimensionality Reduction With Missing Data Using Parametric Multiple Imputations

Pointwise probability reinforcements for robust statistical inference.

Prediction of visual perceptions with artificial neural networks in a visual prosthesis for the blind.

Quality assessment of dimensionality reduction: Rank-based criteria

Reinforced Extreme Learning Machines for Fast Robust Regression in the Presence of Outliers

Robust Bayesian clustering

Self-organizing maps with recursive neighborhood adaptation

Statistical tools to assess the reliability of self-organizing maps

Unfolding preprocessing for meaningful time series clustering

Unique in the Crowd: The privacy bounds of human mobility

Weighted conditional random fields for supervised interpatient heartbeat classification