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Mariana de Araujo Souza
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2020 – today
- 2024
- [j4]Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti
, Rafael M. O. Cruz:
A dynamic multiple classifier system using graph neural network for high dimensional overlapped data. Inf. Fusion 103: 102145 (2024) - 2023
- [j3]Mariana de Araujo Souza
OLP++: An online local classifier for high dimensional data. Inf. Fusion 90: 120-137 (2023) - [c5]Mariana de Araujo Souza, Robert Sabourin, George Darmiton da Cunha Cavalcanti, Rafael Menelau Oliveira E. Cruz:
GNN-DES: A New End-to-End Dynamic Ensemble Selection Method Based on Multi-label Graph Neural Network. GbRPR 2023: 59-69 - 2022
- [c4]Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz:
Local overlap reduction procedure for dynamic ensemble selection. IJCNN 2022: 1-9 - [i4]Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz:
Local overlap reduction procedure for dynamic ensemble selection. CoRR abs/2206.08455 (2022) - 2020
- [c3]Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz:
Multi-label learning for dynamic model type recommendation. IJCNN 2020: 1-10 - [i3]Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti, Rafael M. O. Cruz:
Multi-label learning for dynamic model type recommendation. CoRR abs/2004.00558 (2020)
2010 – 2019
- 2019
- [j2]Rafael M. O. Cruz, Mariana de Araujo Souza
Dynamic Ensemble Selection and Data Preprocessing for Multi-Class Imbalance Learning. Int. J. Pattern Recognit. Artif. Intell. 33(11): 1940009:1-1940009:29 (2019) - [j1]Mariana de Araujo Souza, George D. C. Cavalcanti
Online local pool generation for dynamic classifier selection. Pattern Recognit. 85: 132-148 (2019) - [c2]Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin:
On evaluating the online local pool generation method for imbalance learning. IJCNN 2019: 1-8 - 2018
- [i2]Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin:
Online local pool generation for dynamic classifier selection: an extended version. CoRR abs/1809.01628 (2018) - [i1]Rafael M. O. Cruz, Mariana de Araujo Souza, Robert Sabourin, George D. C. Cavalcanti:
ICPRAI 2018 SI: On dynamic ensemble selection and data preprocessing for multi-class imbalance learning. CoRR abs/1811.10481 (2018) - 2017
- [c1]Mariana de Araujo Souza, George D. C. Cavalcanti, Rafael M. O. Cruz, Robert Sabourin:
On the characterization of the Oracle for dynamic classifier selection. IJCNN 2017: 332-339
Coauthor Index
aka: George Darmiton da Cunha Cavalcanti
aka: Rafael Menelau Oliveira E. Cruz
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