Rodolfo M. Pereira

COVID-19 identification in chest X-ray images on flat and hierarchical classification scenarios

Rodolfo M. Pereira, Diego Bertolini, Lucas Teixeira et al. · Computer Methods and Programs in Biomedicine · 2020 · 529 citations · Full text

Medicine, Infectious Diseases, Radiology +16

MLTL: A multi-label approach for the Tomek Link undersampling algorithm

Rodolfo M. Pereira, Yandre M. G. Costa, Carlos N. Silla · Neurocomputing · 2019 · 134 citations

Computing, Computer Science, Algorithms +6

Toward hierarchical classification of imbalanced data using random resampling algorithms

Rodolfo M. Pereira, Yandre M. G. Costa, Carlos N. Silla · Information Sciences · 2021 · 32 citations

Computing, Computer Science, Data Science +13

Representation Learning vs. Handcrafted Features for Music Genre Classification

Rodolfo M. Pereira, Yandre M. G. Costa, Rafael L. Aguiar et al. · 2019 · 21 citations

Computing, Computer Science, Feature Engineering +15

Handling imbalance in hierarchical classification problems using local classifiers approaches

Rodolfo M. Pereira, Yandre M. G. Costa, Carlos N. Silla · Data Mining and Knowledge Discovery · 2021 · 15 citations

Computing, Computer Science, Data Mining +11