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Mariana Souza
Mariana Souza
Researcher
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Citado por
Año
Online local pool generation for dynamic classifier selection
MA Souza, GDC Cavalcanti, RMO Cruz, R Sabourin
Pattern Recognition 85, 132-148, 2019
282019
On Dynamic Ensemble Selection and Data Preprocessing for Multi-class Imbalance Learning
RMO Cruz, MA Souza, R Sabourin, GDC Cavalcanti
arXiv preprint arXiv:1811.10481, 2018
232018
On evaluating the online local pool generation method for imbalance learning
MA Souza, GDC Cavalcanti, RMO Cruz, R Sabourin
2019 International Joint Conference on Neural Networks (IJCNN), 1-8, 2019
132019
On the characterization of the oracle for dynamic classifier selection
MA Souza, GDC Cavalcanti, RMO Cruz, R Sabourin
2017 International Joint Conference on Neural Networks (IJCNN), 332-339, 2017
132017
OLP++: An online local classifier for high dimensional data
MA Souza, R Sabourin, GDC Cavalcanti, RMO Cruz
Information Fusion 90, 120-137, 2023
112023
Local overlap reduction procedure for dynamic ensemble selection
MA Souza, R Sabourin, GDC Cavalcanti, RMO Cruz
2022 International Joint Conference on Neural Networks (IJCNN), 1-9, 2022
52022
Multi-label learning for dynamic model type recommendation
MA Souza, R Sabourin, GDC Cavalcanti, RMO Cruz
2020 International Joint Conference on Neural Networks (IJCNN), 1-10, 2020
22020
Online local pool generation for dynamic classifier selection: an extended version
MA Souza, GDC Cavalcanti, RMO Cruz, R Sabourin
arXiv preprint arXiv:1809.01628, 2018
12018
An online local pool generation method for dynamic classifier selection
MA SOUZA
Universidade Federal de Pernambuco, 2018
12018
A dynamic multiple classifier system using graph neural network for high dimensional overlapped data
MA Souza, R Sabourin, GDC Cavalcanti, RMO Cruz
2024
A dynamic multiple classifier system using graph neural network for high dimensional overlapped data
MA Souza, R Sabourin, GDC Cavalcanti, RMO Cruz
Information Fusion 103, 102145, 2024
2024
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Artículos 1–11