Mariana A. Souza

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 11

Top Topics

Multi Label Learning

Data Preprocessing

Dynamic Classifier Selection

Dimensional Data

Top Venues

Int. J. Pattern Recognit. Artif. Intell.

Pattern Recognit.

Publications

Mariana A. Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
OLP++: An online local classifier for high dimensional data. Inf. Fusion 90 (2023)
Mariana A. Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
Local overlap reduction procedure for dynamic ensemble selection. IJCNN (2022)
Mariana A. Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
Local overlap reduction procedure for dynamic ensemble selection. CoRR (2022)
Mariana A. Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
Multi-label learning for dynamic model type recommendation. CoRR (2020)
Mariana A. Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
Multi-label learning for dynamic model type recommendation. IJCNN (2020)
Rafael M. O. Cruz, Mariana A. Souza, Robert Sabourin, George D. C. Cavalcanti
Dynamic Ensemble Selection and Data Preprocessing for Multi-Class Imbalance Learning. Int. J. Pattern Recognit. Artif. Intell. 33 (11) (2019)
Mariana A. Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
On evaluating the online local pool generation method for imbalance learning. IJCNN (2019)
Mariana A. Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
Online local pool generation for dynamic classifier selection. Pattern Recognit. 85 (2019)
Rafael M. O. Cruz, Mariana A. Souza, Robert Sabourin, George D. C. Cavalcanti
ICPRAI 2018 SI: On dynamic ensemble selection and data preprocessing for multi-class imbalance learning. CoRR (2018)
Mariana A. Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
Online local pool generation for dynamic classifier selection: an extended version. CoRR (2018)
Mariana A. Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
On the characterization of the Oracle for dynamic classifier selection. IJCNN (2017)