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)

Time domain graph-based anomaly detection approach applied to a real industrial problem. - Wagner J. Alvarenga; Felipe V. Campos; Alexsander C. A. A. Costa; Turíbio Tanus Salis; Eduardo Magalhães; Luiz C. B. Torres; Antônio P. Braga (Comput. Ind., 2022)

Deep architecture for silica forecasting of a real industrial froth flotation process. - Alexsander C. A. A. Costa; Felipe V. Campos; Lourenço R. G. Araújo; Luiz C. B. Torres; Antônio de Pádua Braga (Eng. Appl. Artif. Intell., 2022)

Graph-based method for autonomous adaptation in online learning of non-stationary data. - Wagner J. Alvarenga; Alexsander C. A. A. Costa; Felipe V. Campos; Luiz C. B. Torres; Antônio de Pádua Braga (Inf. Sci., 2025)