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Gauthier Doquire
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2010 – 2019
- 2014
- [j8]Benoît Frénay
, Gauthier Doquire, Michel Verleysen
Estimating mutual information for feature selection in the presence of label noise. Comput. Stat. Data Anal. 71: 832-848 (2014) - 2013
- [b1]Gauthier Doquire:
Non-parametric feature selection for machine learning in complex settings. Catholic University of Louvain, Louvain-la-Neuve, Belgium, 2013 - [j7]Benoît Frénay
Theoretical and empirical study on the potential inadequacy of mutual information for feature selection in classification. Neurocomputing 112: 64-78 (2013) - [j6]Gauthier Doquire, Michel Verleysen
A graph Laplacian based approach to semi-supervised feature selection for regression problems. Neurocomputing 121: 5-13 (2013) - [j5]Gauthier Doquire, Michel Verleysen
Mutual information-based feature selection for multilabel classification. Neurocomputing 122: 148-155 (2013) - [j4]Emil Eirola
Distance estimation in numerical data sets with missing values. Inf. Sci. 240: 115-128 (2013) - [j3]Benoît Frénay
Is mutual information adequate for feature selection in regression? Neural Networks 48: 1-7 (2013) - [c11]Gauthier Doquire, Benoît Frénay, Michel Verleysen:
Risk Estimation and Feature Selection. ESANN 2013 - 2012
- [j2]Gauthier Doquire, Michel Verleysen
Feature selection with missing data using mutual information estimators. Neurocomputing 90: 3-11 (2012) - [c10]Benoît Frénay, Gauthier Doquire, Michel Verleysen:
On the Potential Inadequacy of Mutual Information for Feature Selection. ESANN 2012 - [c9]Gauthier Doquire, Michel Verleysen:
Handling Imprecise Labels in Feature Selection with Graph Laplacian. ICPRAM (1) 2012: 162-169 - [c8]Gauthier Doquire, Michel Verleysen:
A Comparison of Multivariate Mutual Information Estimators for Feature Selection. ICPRAM (1) 2012: 176-185 - 2011
- [j1]Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen
Feature Selection for Interpatient Supervised Heart Beat Classification. Comput. Intell. Neurosci. 2011: 643816:1-643816:9 (2011) - [c7]Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen:
Feature Selection for Inter-patient Supervised Heart Beat Classification. BIOSIGNALS 2011: 67-73 - [c6]Gauthier Doquire, Michel Verleysen
Feature Selection with Mutual Information for Uncertain Data. DaWaK 2011: 330-341 - [c5]Gauthier Doquire, Michel Verleysen:
Mutual information for feature selection with missing data. ESANN 2011 - [c4]Gauthier Doquire, Michel Verleysen:
Mutual information based feature selection for mixed data. ESANN 2011 - [c3]Gauthier Doquire, Michel Verleysen:
An Hybrid Approach to Feature Selection for Mixed Categorical and Continuous Data. KDIR 2011: 394-401 - [c2]Gauthier Doquire, Michel Verleysen
Feature Selection for Multi-label Classification Problems. IWANN (1) 2011: 9-16 - [c1]Gauthier Doquire, Michel Verleysen
Graph Laplacian for Semi-supervised Feature Selection in Regression Problems. IWANN (1) 2011: 248-255
Coauthor Index
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