Sensorless drive diagnosis using automated feature extraction, significance ranking and reduction. - Christian Bayer 002; Olaf Enge-Rosenblatt; Martyna Bator; Uwe Mönks (ETFA, 2013)

Dataset for Sensorless Drive Diagnosis. - Martyna Bator (UCI Machine Learning Repository, 2015)

Feature Extraction for a Conditioning Monitoring System in a Bottling Process. - Martyna Bator; Christian Wissel; Alexander Dicks; Volker Lohweg (ETFA, 2018)

Anomaly Detection with Root Cause Analysis for Bottling Process. - Martyna Bator; Alexander Dicks; Sahar Deppe; Volker Lohweg (ETFA, 2019)

Evaluation of Machine Learning for Sensorless Detection and Classification of Faults in Electromechanical Drive Systems. - Tobias Grüner; Falco Böllhoff; Robert Meisetschläger; Alexander Vydrenko; Martyna Bator; Alexander Dicks; Andreas Theissler (KES, 2020)