| 2025 | SAC | A DIF-Driven Threshold Tuning Method for Improving Group Fairness. | Diego Minatel, Antonio Rafael Sabino Parmezan, Ncolas Roque dos Santos, Mariana Curi, Alneu de Andrade Lopes |
| 2023 | CIARP | DIF-SR: A Differential Item Functioning-Based Sample Reweighting Method. | Diego Minatel, Antonio Rafael Sabino Parmezan, Mariana Curi, Alneu de Andrade Lopes |
| 2023 | ICMLA | Fairness-Aware Model Selection Using Differential Item Functioning. | Diego Minatel, Antonio Rafael Sabino Parmezan, Mariana Curi, Alneu de Andrade Lopes |
| 2021 | ICMLA | A Graph-Based Spatial Cross-Validation Approach for Assessing Models Learned with Selected Features to Understand Election Results. | Tiago Pinho da Silva, Antonio Rafael Sabino Parmezan, Gustavo E. A. P. A. Batista |
| 2018 | CIARP | Towards Hierarchical Classification of Data Streams. | Antonio Rafael Sabino Parmezan, Vincius M. A. de Souza, Gustavo E. A. P. A. Batista |
| 2015 | ICMLA | A Study of the Use of Complexity Measures in the Similarity Search Process Adopted by kNN Algorithm for Time Series Prediction. | Antonio Rafael Sabino Parmezan, Gustavo E. A. P. A. Batista |