Gauthier Doquire
UCLouvain(BE)
Publications by Year
Research Areas
Face and Expression Recognition, Neural Networks and Applications, Advanced Statistical Methods and Models, Machine Learning and Data Classification, Data Mining Algorithms and Applications
Most-Cited Works
- → Feature Selection for Interpatient Supervised Heart Beat Classification(2011)195 cited
- → Mutual information-based feature selection for multilabel classification(2013)146 cited
- → Feature Selection for Multi-label Classification Problems(2011)90 cited
- → Is mutual information adequate for feature selection in regression?(2013)83 cited
- → A graph Laplacian based approach to semi-supervised feature selection for regression problems(2013)74 cited
- → Feature selection with missing data using mutual information estimators(2012)73 cited
- → Distance estimation in numerical data sets with missing values(2013)53 cited
- → A COMPARISON OF MULTIVARIATE MUTUAL INFORMATION ESTIMATORS FOR FEATURE SELECTION(2012)38 cited
- → Theoretical and empirical study on the potential inadequacy of mutual information for feature selection in classification(2013)31 cited
- → Estimating mutual information for feature selection in the presence of label noise(2013)31 cited