| Discret2di-deep learning based discretization for model-based diagnosis L Moddemann, HS Steude, A Diedrich, O Niggemann IFAC-PapersOnLine 58 (4), 640-645, 2024 | 7 | 2024 |
| Learning system descriptions for cyber-physical systems A Diedrich, L Moddemann, O Niggemann IFAC-PapersOnLine 58 (4), 628-633, 2024 | 4 | 2024 |
| Application of a model-based reconfiguration approach for the ISS COLUMBUS environmental control and life support system (ECLSS) B Kelm, K Balzereit, L Moddemann, S Myschik, O Niggemann 33rd International Workshop on Principle of Diagnosis–DX 2022, 2022 | 4 | 2022 |
| Diagnosis driven Anomaly Detection for CPS HS Steude, L Moddemann, A Diedrich, J Ehrhardt, O Niggemann arXiv preprint arXiv:2311.15924, 2023 | 2 | 2023 |
| Extracting Knowledge using Machine Learning for Anomaly Detection and Root-Cause Diagnosis L Moddemann, HS Steude, A Diedrich, I Pill, O Niggemann 2024 IEEE 29th International Conference on Emerging Technologies and Factory …, 2024 | 1 | 2024 |
| Diagnosis driven anomaly detection for cyber-physical systems HS Steude, L Moddemann, A Diedrich, J Ehrhardt, O Niggemann IFAC-PapersOnLine 58 (4), 13-18, 2024 | 1 | 2024 |
| End-to-end MLOps integration: a case study with ISS telemetry data HS Steude, C Geier, L Moddemann, M Creutzenberg, J Pfeifer, S Turk, ... ML4CPS–Machine Learning for Cyber-Physical Systems, 2024 | 1 | 2024 |
| On a uniform causality model for industrial automation M Krantz, A Windmann, R Heesch, L Moddemann, O Niggemann arXiv preprint arXiv:2209.09618, 2022 | 1 | 2022 |
| Automated Anomaly Detection and Diagnosis of the Environmental Control System of the ISS L Moddemann, HS Steude, O Niggemann, P Grashorn | 1 | 2022 |
| Discretization of CPS Time Series with Neural Networks PJ Overlöper, L Moddemann, N Hranisavljevic, A Windmann, ... 2024 IEEE 29th International Conference on Emerging Technologies and Factory …, 2024 | | 2024 |
| Design Principles for Falsifiable, Replicable and Reproducible Empirical Machine Learning Research D Vranješ, J Ehrhardt, R Heesch, L Moddemann, HS Steude, ... 35th International Conference on Principles of Diagnosis and Resilient …, 2024 | | 2024 |
| 4.3 Breakout Session on Causality–How to generate knowledge from data? L Moddemann, K Balzereit Fusing Causality, Reasoning, and Learning for Fault Management and Diagnosis, 42, 0 | | |
