| 2024 | ICCSA | Enhancing Low-Cost Molecular Property Prediction with Contrastive Learning on SMILES Representations. | Marcos G. Quiles, Piero A. L. Ribeiro, Gabriel A. Pinheiro, Ronaldo C. Prati, Juarez L. F. Da Silva |
| 2015 | EPIA | How Does Irony Affect Sentiment Analysis Tools? | Leila Weitzel, Raul A. Freire, Paulo Quaresma, Teresa Gonalves, Ronaldo C. Prati |
| 2013 | CEC | Extending features for multilabel classification with swarm biclustering. | Ronaldo C. Prati, Fabrcio Olivetti de Frana |
| 2012 | IJCNN | Combining feature ranking algorithms through rank aggregation. | Ronaldo C. Prati |
| 2008 | HIS | Evolving Sets of Symbolic Classifiers into a Single Symbolic Classifier Using Genetic Algorithms. | Flvia Cristina Bernardini, Ronaldo C. Prati, Maria Carolina Monard |
| 2006 | HIS | A Multi-Objective Evolutionary Algorithm to Build Knowledge Classification Rules with Specific Properties. | Adriano Donizete Pila, Rafael Giusti, Ronaldo C. Prati, Maria Carolina Monard |
| 2005 | HIS | Constructing Ensembles of Symbolic Classifiers. | Flvia Cristina Bernardini, Maria Carolina Monard, Ronaldo C. Prati |
| 2005 | IJCAI | ROCCER: An Algorithm for Rule Learning Based on ROC Analysis. | Ronaldo C. Prati, Peter A. Flach |
| 2005 | IDA | Balancing Strategies and Class Overlapping. | Gustavo E. A. P. A. Batista, Ronaldo C. Prati, Maria Carolina Monard |