Mariana de Araujo Souza

According to our database, Mariana de Araujo Souza authored at least 11 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

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, March, 2024

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

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

Proceedings of the Graph-Based Representations in Pattern Recognition, 2023

2022

Local overlap reduction procedure for dynamic ensemble selection.

Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz

Proceedings of the International Joint Conference on Neural Networks, 2022

2020

Multi-label learning for dynamic model type recommendation.

Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

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

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

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

Proceedings of the International Joint Conference on Neural Networks, 2019

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

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

2017

On the characterization of the Oracle for dynamic classifier selection.

Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017