Maynara Donato de Souza

According to our database, Maynara Donato de Souza authored at least 8 papers between 2023 and 2026.

Collaborative distances:

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

2026

Tackling low-resource NER: Exploring model soup, domain adaptation, few-shot and zero-shot strategies.

Maynara Donato de Souza, Monique Monteiro, Cleber Zanchettin

Appl. Soft Comput., 2026

2025

An Explainable Approach to Predicting Academic Dropout: A Case Study at Faculdade Pernambucana de Saúde.

Jefferson Rodrigues de Melo, Maynara Donato de Souza, Dalila Durães, Flávio Arthur O. Santos

Proceedings of the Highlights in Practical Applications of Agents, Multi-Agent Systems and Computational Social Science. The PAAMS Collection, 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