Maynara Donato de Souza

According to our database, Maynara Donato de Souza authored at least 6 papers between 2023 and 2025.

Collaborative distances:

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

2025

Breaking the Barrier of Hard Samples: A Data-Centric Approach to Synthetic Data for Medical Tasks.

Maynara Donato de Souza, Cleber Zanchettin

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Evaluating the Usefulness of Large Language Models for Human Activity Recognition Data Augmentation via Few-Shot Samples.

Maynara Donato de Souza, Flávio Arthur Oliveira Santos, Paulo Novais, Cleber Zanchettin

Proceedings of the Hybrid Artificial Intelligent Systems - 20th International Conference, 2025

An Approach to Anomaly Detection with Dynamic Threshold Definition for Real-World Environments.

Gabriel Souza Marques, Maynara Donato de Souza, Flávio Arthur Oliveira Santos, Cleber Zanchettin, Paulo Novais

Proceedings of the Hybrid Artificial Intelligent Systems - 20th International Conference, 2025

2023

Exploring the Impact of Synthetic Data on Human Activity Recognition Tasks.

Maynara Donato de Souza, Clesson Roberto Silva Junior, Jonysberg P. Quintino, Andre Luís de Medeiros Santos, Fabio Q. B. da Silva, Cleber Zanchettin

Proceedings of the International Neural Network Society Workshop on Deep Learning Innovations and Applications, 2023

Towards Background and Foreground Color Robustness with Adversarial Right for the Right Reasons.

Flávio Arthur O. Santos, Maynara Donato de Souza, Cleber Zanchettin

Proceedings of the Artificial Neural Networks and Machine Learning, 2023

Image Classification Understanding with Model Inspector Tool.

Flávio Arthur O. Santos, Maynara Donato de Souza, Pedro Oliveira, Leonardo Nogueira Matos, Paulo Novais, Cleber Zanchettin

Proceedings of the Hybrid Artificial Intelligent Systems - 18th International Conference, 2023