Neural Networks Regularization With Graph-Based Local Resampling. - Alex de Assis Santos dos Santos; Luiz C. B. Torres; Lourenço R. G. Araújo; Vítor M. Hanriot; Antônio de Pádua Braga (IEEE Access, 2021)

Online learning of neural networks using random projections and sliding window: A case study of a real industrial process. - Wagner J. Alvarenga; Felipe V. Campos; Vítor M. Hanriot; Eduardo B. Gonçalves; Alexsander C. A. A. Costa; Lourenço R. G. Araújo; Eduardo Magalhães; Antônio P. Braga (Eng. Appl. Artif. Intell., 2021)

Multiclass Graph-Based Large Margin Classifiers: Unified Approach for Support Vectors and Neural Networks. - Vítor M. Hanriot; Luiz C. B. Torres; Antônio P. Braga (IEEE Trans. Neural Networks Learn. Syst., 2025)