Sebastián Maldonado

A wrapper method for feature selection using Support Vector Machines

Sebastián Maldonado, Richard W. Weber · Information Sciences · 2009 · 469 citations · Full text

Data Classification, Support Vector Machine, Classification Method +12

Feature selection for high-dimensional class-imbalanced data sets using Support Vector Machines

Sebastián Maldonado, Richard W. Weber, Fazel Famili · Information Sciences · 2014 · 310 citations · Full text

Data Classification, Support Vector Machine, Classification Method +11

Simultaneous feature selection and classification using kernel-penalized support vector machines

Sebastián Maldonado, Richard W. Weber, Jayanta Kumar Basak · Information Sciences · 2010 · 255 citations

Data Classification, Support Vector Machine, Classification Method +13

Dealing with high-dimensional class-imbalanced datasets: Embedded feature selection for SVM classification

Sebastián Maldonado, Julio López · Applied Soft Computing · 2018 · 247 citations

Data Classification, Support Vector Machine, Classification Method +12

An alternative SMOTE oversampling strategy for high-dimensional datasets

Sebastián Maldonado, Julio López, Carla Vairetti · Applied Soft Computing · 2018 · 217 citations

Engineering, Machine Learning, Data Science +8