| 2025 | HAIS | An Approach to Anomaly Detection with Dynamic Threshold Definition for Real-World Environments. | Gabriel Souza Marques, Maynara Donato de Souza, Flvio Arthur Oliveira Santos, Cleber Zanchettin, Paulo Novais |
| 2025 | HAIS | Evaluating the Usefulness of Large Language Models for Human Activity Recognition Data Augmentation via Few-Shot Samples. | Maynara Donato de Souza, Flvio Arthur Oliveira Santos, Paulo Novais, Cleber Zanchettin |
| 2025 | ICML | Breaking the Barrier of Hard Samples: A Data-Centric Approach to Synthetic Data for Medical Tasks. | Maynara Donato de Souza, Cleber Zanchettin |
| 2025 | PAAMS | An Explainable Approach to Predicting Academic Dropout: A Case Study at Faculdade Pernambucana de Sade. | Jefferson Rodrigues de Melo, Maynara Donato de Souza, Dalila Dures, Flvio Arthur O. Santos |
| 2023 | HAIS | Image Classification Understanding with Model Inspector Tool. | Flvio Arthur O. Santos, Maynara Donato de Souza, Pedro Oliveira, Leonardo Nogueira Matos, Paulo Novais, Cleber Zanchettin |
| 2023 | ICANN | Towards Background and Foreground Color Robustness with Adversarial Right for the Right Reasons. | Flvio Arthur O. Santos, Maynara Donato de Souza, Cleber Zanchettin |