Unsupervised machine learning techniques to prevent faults in railroad switch machines. - Nielson Soares; Eduardo Pestana de Aguiar; Amanda Campos Souza; Leonardo Goliatt (Int. J. Crit. Infrastructure Prot., 2021)

A Data-Driven Time-Series Fault Prediction Framework for Dynamically Evolving Large-Scale Data Streaming Systems. - Michell Hell; Eduardo Pestana de Aguiar; Nielson Soares; Leonardo Goliatt (Int. J. Fuzzy Syst., 2022)