Very short-term solar forecasting using multi-agent system based on Extreme Learning Machines and data clustering. - Carlos A. Severiano; Frederico Gadelha Guimarães; Miri Weiss-Cohen (SSCI, 2016)

Very short-term solar forecasting using fuzzy time series. - Carlos Alberto Severiano Junior; Petrônio C. L. Silva; Hossein Javedani Sadaei; Frederico Gadelha Guimarães (FUZZ-IEEE, 2017)

An extension of nonstationary fuzzy sets to heteroskedastic fuzzy time series. - Marcos Antonio Alves; Petrônio Cândido de Lima e Silva; Carlos Alberto Severiano Junior; Gustavo Linhares Vieira; Frederico Gadelha Guimarães; Hossein Javedani Sadaei (ESANN, 2018)

Forecasting in non-stationary environments with fuzzy time series. - Petrônio Cândido de Lima e Silva; Carlos Alberto Severiano Junior; Marcos Antonio Alves; Rodrigo Silva 001; Miri Weiss-Cohen; Frederico Gadelha Guimarães (Appl. Soft Comput., 2020)

Evolving clustering algorithm based on mixture of typicalities for stream data mining. - José Maia; Carlos Alberto Severiano Junior; Frederico Gadelha Guimarães; Cristiano Leite Castro; André Paim Lemos; Juan Camilo Fonseca Galindo; Miri Weiss-Cohen (Future Gener. Comput. Syst., 2020)

Automatic Rule Generation for Cellular Automata Using Fuzzy Times Series Methods. - Lucas Malacarne Astore; Frederico Gadelha Guimarães; Carlos Alberto Severiano Junior (BRACIS (1), 2022)