Concepedia

Sebastián Maldonado

SM

Statistics

Publications

73

Citations

4.4K

H-Index

33

Active since

2009

Affiliations

Universidad de Los Andes, Chile(Current)

University of Chile

Universidad Diego Portales

Complex Engineering System Institute

University of Southampton

Sebastián Maldonado is an author at Universidad de Los Andes, Chile specializing in computing, machine learning, and support vector machines.

Publications per year

2009–2024

73

Publications

73

A wrapper method for feature selection using Support Vector Machines

Sebastián Maldonado, Richard W. Weber · Information Sciences · 2009 · 476 citations · Full text

Computing, Computer Science, Data Science +15

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

Sebastián Maldonado, Richard W. Weber, Fazel Famili · Information Sciences · 2014 · 316 citations · Full text

Computing, Data Science, Data Mining +15

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

Sebastián Maldonado, Richard W. Weber, Jayanta Kumar Basak · Information Sciences · 2010 · 257 citations

Computing, Computer Science, Data Science +13

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

Sebastián Maldonado, Julio López · Applied Soft Computing · 2018 · 248 citations

Computing, Computer Science, Data Science +16

An alternative SMOTE oversampling strategy for high-dimensional datasets

Sebastián Maldonado, Julio López, Carla Vairetti · Applied Soft Computing · 2018 · 226 citations

Computing, Computer Science, Data Analytics +12

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