Mariana de Araujo Souza

13 papers B 4Journal 8Unranked 1
YearRankTypeTitle / Venue / Authors
2024 J jnl
A dynamic multiple classifier system using graph neural network for high dimensional overlapped data.
Inf. Fusion
Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2023 — conf
GNN-DES: A New End-to-End Dynamic Ensemble Selection Method Based on Multi-label Graph Neural Network.
GbRPR
Mariana de Araujo Souza, Robert Sabourin, George Darmiton da Cunha Cavalcanti, Rafael Menelau Oliveira E. Cruz
2023 J jnl
OLP++: An online local classifier for high dimensional data.
Inf. Fusion
Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2022 B conf
Local overlap reduction procedure for dynamic ensemble selection.
IJCNN
Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2022 J jnl
Local overlap reduction procedure for dynamic ensemble selection.
CoRR
Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2020 B conf
Multi-label learning for dynamic model type recommendation.
IJCNN
Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2020 J jnl
Multi-label learning for dynamic model type recommendation.
CoRR
Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz
2019 J jnl
Dynamic Ensemble Selection and Data Preprocessing for Multi-Class Imbalance Learning.
Int. J. Pattern Recognit. Artif. Intell.
Rafael M. O. Cruz, Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti
2019 B conf
On evaluating the online local pool generation method for imbalance learning.
IJCNN
Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
2019 J jnl
Online local pool generation for dynamic classifier selection.
Pattern Recognit.
Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
2018 J jnl
ICPRAI 2018 SI: On dynamic ensemble selection and data preprocessing for multi-class imbalance learning.
CoRR
Rafael M. O. Cruz, Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti
2018 J jnl
Online local pool generation for dynamic classifier selection: an extended version.
CoRR
Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin
2017 B conf
On the characterization of the Oracle for dynamic classifier selection.
IJCNN
Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin