Lukas Moddemann

According to our database, Lukas Moddemann authored at least 6 papers between 2022 and 2024.

Collaborative distances:

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

2024

Discretization of CPS Time Series with Neural Networks.

Phillip Johann Overlöper, Lukas Moddemann, Nemanja Hranisavljevic, Alexander Windmann, Oliver Niggemann

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

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

2022

On a Uniform Causality Model for Industrial Automation.

Maria Krantz, Alexander Windmann, René Heesch, Lukas Moddemann, Oliver Niggemann

CoRR, 2022