Följ
Mariana Souza
Mariana Souza
Researcher
Verifierad e-postadress på ens.etsmtl.ca
Titel
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År
Online local pool generation for dynamic classifier selection
MA Souza, GDC Cavalcanti, RMO Cruz, R Sabourin
Pattern Recognition 85, 132-148, 2019
322019
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
262018
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
162017
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
142019
OLP++: An online local classifier for high dimensional data
MA Souza, R Sabourin, GDC Cavalcanti, RMO Cruz
Information Fusion 90, 120-137, 2023
132023
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
62024
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
Master’s thesis, Universidade Federal de Pernambuco, 2018
12018
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Artiklar 1–10