SOA Based Integrated Software to Develop Fault Diagnosis Models Using Machine Learning in Rotating Machinery. - Mariela Cerrada; Fannia Pacheco; René-Vinicio Sánchez; Diego Cabrera 001; Jean Macancela 001; Pablo Lucero (SOSE, 2017)

Feature engineering based on ANOVA, cluster validity assessment and KNN for fault diagnosis in bearings. - Mario Peña; Mariela Cerrada; Ximena Alvarez; Diana Jadán; Pablo Lucero; Barragán Milton; Rodrigo Guamán; René-Vinicio Sánchez (J. Intell. Fuzzy Syst., 2018)

Feature ranking for multi-fault diagnosis of rotating machinery by using random forest and KNN. - René-Vinicio Sánchez; Pablo Lucero; Rafael E. Vásquez; Mariela Cerrada; Jean Macancela 001; Diego Cabrera 001 (J. Intell. Fuzzy Syst., 2018)

Gear and bearing fault classification under different load and speed by using Poincaré plot features and SVM. - Rubén Medina; Jean Carlo Macancela; Pablo Lucero; Diego Cabrera 001; René-Vinicio Sánchez; Mariela Cerrada (J. Intell. Manuf., 2022)