Vandécia R. M. Fernandes

According to our database, Vandécia R. M. Fernandes authored at least 5 papers between 2019 and 2026.

Collaborative distances:

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

2026

Light Dense-SENet: A NAS-Based Approach for Selecting a Lightweight Architecture for Thoracic Disease Classification.

Bruna Marcelly de Menezes Saraiva, Geraldo Braz Júnior, Vandécia Rejane Monteiro Fernandes, Tiago Bonini Borchatt, Mackele Lourrane Jurema da Silva, Sabryna Rodrigues Araujo, Lucas Araújo Gonçalves, Rodrigo Otavio Cantanhede Costa, José Ribamar Durand Rodrigues Jr, Marcos Melo Ferreira, Joana Silva

Proceedings of the 28th International Conference on Enterprise Information Systems, 2026

2021

Bayesian convolutional neural network estimation for pediatric pneumonia detection and diagnosis.

Vandécia Rejane Monteiro Fernandes, Geraldo Braz Júnior, Anselmo Cardoso de Paiva, Aristófanes Corrêa Silva, Marcelo Gattass

Comput. Methods Programs Biomed., 2021

2020

Transfer Learning Method Evaluation for Automatic Pediatric Chest X-Ray Image Segmentation.

Gabriel Bras, Vandécia Rejane Monteiro Fernandes, Anselmo Cardoso de Paiva, Geraldo Braz Júnior, Luis Rivero

Proceedings of the 2020 International Conference on Systems, Signals and Image Processing, 2020

2019

Prediction of unregistered power consumption lawsuits and its correlated factors based on customer data using extreme gradient boosting model.

Francisco Y. C. de Oliveira, Aristófanes C. Silva, Erika W. B. A. L. Alves, Milton S. L. de Oliveira, Lucas P. A. Pinheiro, Pedro T. Cutrim, João Otávio Bandeira Diniz, Giovanni L. F. da Silva, Darlan Bruno Pontes Quintanilha, Otilio Paulo da Silva Neto, Vandécia R. M. Fernandes, Geraldo Braz Júnior, André B. Cavalcante

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Optimized Deep Learning Architecture for the Diagnosis of Pneumonia Through Chest X-Rays.

Gabriel Garcez Barros Sousa, Vandécia Rejane Monteiro Fernandes, Anselmo Cardoso de Paiva

Proceedings of the Image Analysis and Recognition - 16th International Conference, 2019