| 2025 | ESANN | Enhancing Image Classification in Quantum Computing: A Study on Preprocessing Techniques and Qubit Limitations. | Henrique Barbosa, Gustavo Augusto Pires, Juliana Assis Alves, Luiz C. B. Torres, Janier Arias-Garcia, Frederico Gualberto Ferreira Coelho |
| 2024 | ESANN | Learning Kernel Parameters for Support Vector Classification Using Similarity Embeddings. | Antnio de Pdua Braga, Murilo V. F. Menezes, Luiz C. B. Torres |
| 2019 | CoDIT | Regularization of Extreme Learning Machines with information of spatial relations of the projected data. | Loureno R. G. Arajo, Luiz C. B. Torres, Leonardo Jos Silvestre, Carla Caldeira Takahashi, Antnio P. Braga |
| 2019 | CoDIT | Gabriel Graph Transductive Approach to Dataset Shift. | Carla Caldeira Takahashi, Luiz C. B. Torres, Antnio P. Braga |
| 2019 | EPIA | Learning Regularization Parameters of Radial Basis Functions in Embedded Likelihoods Space. | Murilo V. F. Menezes, Luiz C. B. Torres, Antnio P. Braga |
| 2019 | ESANN | Weightless neural systems for deforestation surveillance and image-based navigation of UAVs in the Amazon forest. | Eduardo S. Ribeiro, Vitor A. M. F. Torres, Brayan James, Mateus T. Braga, Elcio H. Shiguemori, Haroldo F. de Campos Velho, Luiz C. B. Torres, Antnio P. Braga |
| 2015 | ESANN | Gabriel Graph for Dataset Structure and Large Margin Classification: A Bayesian Approach. | Luiz C. B. Torres, Cristiano Leite Castro, Antnio P. Braga |
| 2015 | IJCNN | A parameterless mixture model for large margin classification. | Luiz C. B. Torres, Cristiano Leite Castro, Antnio P. Braga |
| 2014 | ICANN | A Geometrical Approach for Parameter Selection of Radial Basis Functions Networks. | Luiz C. B. Torres, Andr P. Lemos, Cristiano Leite Castro, Antnio P. Braga |
| 2012 | ICANN | A Computational Geometry Approach for Pareto-Optimal Selection of Neural Networks. | Luiz C. B. Torres, Cristiano Leite Castro, Antnio de Pdua Braga |