Gauthier Doquire

Publication Activity (10 Years)

Years Active: 2011-2014
Publications (10 Years): 0

Top Venues

Neurocomputing

ESANN

ICPRAM (1)

Comput. Stat. Data Anal.

Catholic University of Louvain, Louvain-la-Neuve, Belgium (PHD)

Education History

Catholic University of Louvain, Louvain-la-Neuve, Belgium

PHD

Publications

Benoît Frénay, Gauthier Doquire, Michel Verleysen
Estimating mutual information for feature selection in the presence of label noise. Comput. Stat. Data Anal. 71 (2014)
Gauthier Doquire, Michel Verleysen
Mutual information-based feature selection for multilabel classification. Neurocomputing 122 (2013)
Benoît Frénay, Gauthier Doquire, Michel Verleysen
Is mutual information adequate for feature selection in regression? Neural Networks 48 (2013)
Gauthier Doquire, Benoît Frénay, Michel Verleysen
Risk Estimation and Feature Selection. ESANN (2013)
Gauthier Doquire, Michel Verleysen
A graph Laplacian based approach to semi-supervised feature selection for regression problems. Neurocomputing 121 (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)
Gauthier Doquire, Michel Verleysen
A Comparison of Multivariate Mutual Information Estimators for Feature Selection. ICPRAM (1) (2012)
Benoît Frénay, Gauthier Doquire, Michel Verleysen
On the Potential Inadequacy of Mutual Information for Feature Selection. 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)
Gauthier Doquire, Michel Verleysen
Mutual information based feature selection for mixed data. ESANN (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)
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)
Gauthier Doquire, Michel Verleysen
An Hybrid Approach to Feature Selection for Mixed Categorical and Continuous Data. KDIR (2011)
Gauthier Doquire, Michel Verleysen
Feature Selection with Mutual Information for Uncertain Data. DaWaK (2011)
Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen
Feature Selection for Inter-patient Supervised Heart Beat Classification. BIOSIGNALS (2011)

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Publication Activity (10 Years)

Top Topics

Top Venues

Gauthier Doquire