Benchmarking AutoML-Supported Lead Time Prediction. - Janek Bender; Martin Trat; Jivka Ovtcharova (ISM, 2021)

Unsupervised Anomaly Detection and Root Cause Analysis for an Industrial Press Machine based on Skip-Connected Autoencoder. - Chenwei Sun; Martin Trat; Janek Bender; Jivka Ovtcharova; George Jeppesen; Jan Bär (ICMLA, 2022)

Towards a B2B integration framework for smart services in Industry 4.0. - Viktor Schubert; Steffen Kuehner; Tobias Krauss; Martin Trat; Janek Bender (ISM, 2022)

Designing Concept Drift Detection Ensembles: A Survey. - Martin Trat; Jivka Ovtcharova (DSAA, 2023)

Self-supervised representation learning for robust fine-grained human hand action recognition in industrial assembly lines. - Fabian Sturm; Martin Trat; Rahul Sathiyababu; Harshitha Allipilli; Benjamin Menz; Elke Hergenröther; Melanie Siegel (Mach. Vis. Appl., 2025)