Henrik Sebastian Steude

According to our database, Henrik Sebastian Steude authored at least 8 papers between 2021 and 2024.

Collaborative distances:

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

2024

Extracting Knowledge using Machine Learning for Anomaly Detection and Root-Cause Diagnosis.

Lukas Moddemann, Henrik Sebastian Steude, Alexander Diedrich, Ingo Pill, Oliver Niggemann

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

Using Modular Neural Networks for Anomaly Detection in Cyber-Physical Systems.

Jonas Ehrhardt, Phillip Johann Overlöper, Daniel Vranjes, Henrik S. Steude, Alexander Diedrich, Oliver Niggemann

Proceedings of the 29th IEEE International Conference on Emerging Technologies and Factory Automation, 2024

Design Principles for Falsifiable, Replicable and Reproducible Empirical Machine Learning Research.

Daniel Vranjes, Jonas Ehrhardt, René Heesch, Lukas Moddemann, Henrik Sebastian Steude, Oliver Niggemann

Proceedings of the 35th International Conference on Principles of Diagnosis and Resilient Systems, 2024

2023

Diagnosis driven Anomaly Detection for CPS.

Henrik S. Steude, Lukas Moddemann, Alexander Diedrich, Jonas Ehrhardt, Oliver Niggemann

CoRR, 2023

Discret2Di - Deep Learning based Discretization for Model-based Diagnosis.

Lukas Moddemann, Henrik Sebastian Steude, Alexander Diedrich, Oliver Niggemann

CoRR, 2023

Robustness and Generalization Performance of Deep Learning Models on Cyber-Physical Systems: A Comparative Study.

Alexander Windmann, Henrik S. Steude, Oliver Niggemann

CoRR, 2023

2022

Machine Learning for Cyber-Physical Systems.

Oliver Niggemann, Bernd Zimmering, Henrik S. Steude, Jan Lukas Augustin, Alexander Windmann, Samim Ahmad Multaheb

Proceedings of the Digital Transformation, 2022

2021

Learning Physical Concepts in Cyber-Physical Systems: A Case Study.

Henrik S. Steude, Alexander Windmann, Oliver Niggemann

CoRR, 2021