Defect classification in shearography images using convolutional neural networks. - Herberth Birck Fröhlich; Analucia Vieira Fantin; Bernardo Cassimiro Fonseca de Oliveira; Daniel Pedro Willemann; Lucas Arrigoni Iervolino; Mauro Eduardo Benedet; Armando Albertazzi Gonçalves Júnior (IJCNN, 2018)

Hybrid model approaches for compensating environmental influences in machine tools using integrated sensors. - Philipp Dahlem; Mark P. Sanders; Herberth Birck Fröhlich; Robert H. Schmitt (Autom., 2020)

A novel unsupervised method for anomaly detection in time series based on statistical features for industrial predictive maintenance. - Jesimar da Silva Arantes; Márcio da Silva Arantes; Herberth Birck Fröhlich; Laure Siret; Renan Bonnard (Int. J. Data Sci. Anal., 2021)