Gauthier Doquire

20 papers B 5Journal 8Unranked 6
YearRankTypeTitle / Venue / Authors
2014 J jnl
Estimating mutual information for feature selection in the presence of label noise.
Comput. Stat. Data Anal.
Benoît Frénay, Gauthier Doquire, Michel Verleysen
2013 J jnl
A graph Laplacian based approach to semi-supervised feature selection for regression problems.
Neurocomputing
Gauthier Doquire, Michel Verleysen
2013 J jnl
Distance estimation in numerical data sets with missing values.
Inf. Sci.
Emil Eirola, Gauthier Doquire, Michel Verleysen, Amaury Lendasse
2013 J jnl
Is mutual information adequate for feature selection in regression?
Neural Networks
Benoît Frénay, Gauthier Doquire, Michel Verleysen
2013 J jnl
Mutual information-based feature selection for multilabel classification.
Neurocomputing
Gauthier Doquire, Michel Verleysen
2013 — —
Non-parametric feature selection for machine learning in complex settings.
Gauthier Doquire
2013 B conf
Risk Estimation and Feature Selection.
ESANN
Gauthier Doquire, Benoît Frénay, Michel Verleysen
2013 J jnl
Theoretical and empirical study on the potential inadequacy of mutual information for feature selection in classification.
Neurocomputing
Benoît Frénay, Gauthier Doquire, Michel Verleysen
2012 — conf
A Comparison of Multivariate Mutual Information Estimators for Feature Selection.
ICPRAM (1)
Gauthier Doquire, Michel Verleysen
2012 J jnl
Feature selection with missing data using mutual information estimators.
Neurocomputing
Gauthier Doquire, Michel Verleysen
2012 — conf
Handling Imprecise Labels in Feature Selection with Graph Laplacian.
ICPRAM (1)
Gauthier Doquire, Michel Verleysen
2012 B conf
On the Potential Inadequacy of Mutual Information for Feature Selection.
ESANN
Benoît Frénay, Gauthier Doquire, Michel Verleysen
2011 — conf
An Hybrid Approach to Feature Selection for Mixed Categorical and Continuous Data.
KDIR
Gauthier Doquire, Michel Verleysen
2011 — conf
Feature Selection for Inter-patient Supervised Heart Beat Classification.
BIOSIGNALS
Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen
2011 J jnl
Feature Selection for Interpatient Supervised Heart Beat Classification.
Comput. Intell. Neurosci.
Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen
2011 — conf
Feature Selection for Multi-label Classification Problems.
IWANN (1)
Gauthier Doquire, Michel Verleysen
2011 B conf
Feature Selection with Mutual Information for Uncertain Data.
DaWaK
Gauthier Doquire, Michel Verleysen
2011 — conf
Graph Laplacian for Semi-supervised Feature Selection in Regression Problems.
IWANN (1)
Gauthier Doquire, Michel Verleysen
2011 B conf
Mutual information based feature selection for mixed data.
ESANN
Gauthier Doquire, Michel Verleysen
2011 B conf
Mutual information for feature selection with missing data.
ESANN
Gauthier Doquire, Michel Verleysen