Martin Trat

According to our database, Martin Trat authored at least 5 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

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., January, 2025

2023

Designing Concept Drift Detection Ensembles: A Survey.

Martin Trat, Jivka Ovtcharova

Proceedings of the 10th IEEE International Conference on Data Science and Advanced Analytics, 2023

2022

Towards a B2B integration framework for smart services in Industry 4.0.

Viktor Schubert, Steffen Kuehner, Tobias Krauss, Martin Trat, Janek Bender

Proceedings of the 4th International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), 2022

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

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

Benchmarking AutoML-Supported Lead Time Prediction.

Janek Bender, Martin Trat, Jivka Ovtcharova

Proceedings of the 3rd International Conference on Industry 4.0 and Smart Manufacturing (ISM 2022), Virtual Event / Upper Austria University of Applied Sciences - Hagenberg Campus, 2021