On the characterization of the Oracle for dynamic classifier selection. - Mariana de Araujo Souza; George D. C. Cavalcanti; Rafael M. O. Cruz; Robert Sabourin (IJCNN, 2017)

Online local pool generation for dynamic classifier selection: an extended version. - Mariana de Araujo Souza; George D. C. Cavalcanti; Rafael M. O. Cruz; Robert Sabourin (CoRR, 2018)

ICPRAI 2018 SI: On dynamic ensemble selection and data preprocessing for multi-class imbalance learning. - Rafael M. O. Cruz; Mariana de Araujo Souza; Robert Sabourin; George D. C. Cavalcanti (CoRR, 2018)

On evaluating the online local pool generation method for imbalance learning. - Mariana de Araujo Souza; George D. C. Cavalcanti; Rafael M. O. Cruz; Robert Sabourin (IJCNN, 2019)

Dynamic Ensemble Selection and Data Preprocessing for Multi-Class Imbalance Learning. - Rafael M. O. Cruz; Mariana de Araujo Souza; Robert Sabourin; George D. C. Cavalcanti (Int. J. Pattern Recognit. Artif. Intell., 2019)

Online local pool generation for dynamic classifier selection. - Mariana de Araujo Souza; George D. C. Cavalcanti; Rafael M. O. Cruz; Robert Sabourin (Pattern Recognit., 2019)

Multi-label learning for dynamic model type recommendation. - Mariana de Araujo Souza; Robert Sabourin; George D. C. Cavalcanti; Rafael M. O. Cruz (IJCNN, 2020)

Local overlap reduction procedure for dynamic ensemble selection. - Mariana de Araujo Souza; Robert Sabourin; George D. C. Cavalcanti; Rafael M. O. Cruz (IJCNN, 2022)

GNN-DES: A New End-to-End Dynamic Ensemble Selection Method Based on Multi-label Graph Neural Network. - Mariana de Araujo Souza; Robert Sabourin; George Darmiton da Cunha Cavalcanti; Rafael Menelau Oliveira E. Cruz (GbRPR, 2023)

OLP++: An online local classifier for high dimensional data. - Mariana de Araujo Souza; Robert Sabourin; George D. C. Cavalcanti; Rafael M. O. Cruz (Inf. Fusion, 2023)

A dynamic multiple classifier system using graph neural network for high dimensional overlapped data. - Mariana de Araujo Souza; Robert Sabourin; George D. C. Cavalcanti; Rafael M. O. Cruz (Inf. Fusion, 2024)