Improved Self-Generating Prototypes Algorithm for Imbalanced Datasets. - Dayvid V. R. Oliveira; Guilherme R. Magalhaes; George D. C. Cavalcanti; Tsang Ing Ren (ICTAI, 2012)

Evolutionary Adaptive Self-Generating Prototypes for imbalanced datasets. - Dayvid V. R. Oliveira; George D. C. Cavalcanti; Tsang Ing Ren; Ricardo M. A. Silva (IJCNN, 2015)

A bootstrap-based iterative selection for ensemble generation. - Dayvid V. R. Oliveira; Thyago N. Porpino; George D. C. Cavalcanti; Tsang Ing Ren (IJCNN, 2015)

Online pruning of base classifiers for Dynamic Ensemble Selection. - Dayvid V. R. Oliveira; George D. C. Cavalcanti; Robert Sabourin (Pattern Recognit., 2017)

K-Nearest Oracles Borderline Dynamic Classifier Ensemble Selection. - Dayvid V. R. Oliveira; George D. C. Cavalcanti; Thyago N. Porpino; Rafael M. O. Cruz; Robert Sabourin (IJCNN, 2018)

An Ensemble Generation Method Based on Instance Hardness. - Felipe N. Walmsley; George D. C. Cavalcanti; Dayvid V. R. Oliveira; Rafael M. O. Cruz; Robert Sabourin (IJCNN, 2018)

FIRE-DES++: Enhanced online pruning of base classifiers for dynamic ensemble selection. - Rafael M. O. Cruz; Dayvid V. R. Oliveira; George D. C. Cavalcanti; Robert Sabourin (Pattern Recognit., 2019)

Identifying Controversial Pairs in Item-to-Item Recommendations. - Junyi Shen; Dayvid V. R. Oliveira; Jin Cao; Brian Knott; Goodman Gu; Sindhu Vijaya Raghavan; Yunye Jin; Nikita Sudan; Rob Monarch (RecSys, 2023)