Julio López

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

Clustering very large multi-dimensional datasets with MapReduce

Robson L. F. Cordeiro, Caetano Traina, Agma J. M. Traina et al. · 2011 · 152 citations

Cluster Computing, Engineering, Map-reduce +19

Integrated framework for profit-based feature selection and SVM classification in credit scoring

Sebastián Maldonado, Cristián Bravo, Julio López et al. · Decision Support Systems · 2017 · 106 citations

Engineering, Profit-based Feature Selection, Accounting +12

Imbalanced data classification using second-order cone programming support vector machines

Sebastián Maldonado, Julio López · Pattern Recognition · 2013 · 84 citations · Full text

Data Classification, Support Vector Machine, Classification Method +13