| Probabilistic error propagation model for mechatronic systems A Morozov, K Janschek Mechatronics 24 (8), 1189-1202, 2014 | 62 | 2014 |
| Exploring fault parameter space using reinforcement learning-based fault injection M Moradi, BJ Oakes, M Saraoglu, A Morozov, K Janschek, J Denil 2020 50th Annual IEEE/IFIP International Conference on Dependable Systems …, 2020 | 45 | 2020 |
| ErrorSim: A tool for error propagation analysis of simulink models M Saraoğlu, A Morozov, MT Söylemez, K Janschek Computer Safety, Reliability, and Security: 36th International Conference …, 2017 | 36 | 2017 |
| Dual graph error propagation model for mechatronic system analysis A Morozov, K Janschek IFAC Proceedings Volumes 44 (1), 9893-9898, 2011 | 36 | 2011 |
| On-line error detection and mitigation for time-series data of cyber-physical systems using deep learning based methods K Ding, S Ding, A Morozov, T Fabarisov, K Janschek 2019 15th European Dependable Computing Conference (EDCC), 7-14, 2019 | 31 | 2019 |
| Model-based fault injection experiments for the safety analysis of exoskeleton system T Fabarisov, I Mamaev, A Morozov, K Janschek arXiv preprint arXiv:2101.01283, 2021 | 30 | 2021 |
| Mobatsim: Model-based autonomous traffic simulation framework for fault-error-failure chain analysis M Saraoglu, A Morozov, K Janschek IFAC-PapersOnLine 52 (8), 239-244, 2019 | 30 | 2019 |
| Test suite prioritization for efficient regression testing of model-based automotive software A Morozov, K Ding, T Chen, K Janschek 2017 international conference on software analysis, testing and evolution …, 2017 | 27 | 2017 |
| SysML-based profile for dependable UAV design M Steurer, A Morozov, K Janschek, KP Neitzke IFAC-PapersOnLine 51 (24), 1067-1074, 2018 | 21 | 2018 |
| ErrorPro: Software tool for stochastic error propagation analysis A Morozov, R Tuk, K Janschek 1st International Workshop on Resiliency in Embedded Electronic Systems …, 2015 | 21 | 2015 |
| Model-based error detection for industrial automation systems using lstm networks S Ding, A Morozov, S Vock, M Weyrich, K Janschek Model-Based Safety and Assessment: 7th International Symposium, IMBSA 2020 …, 2020 | 20 | 2020 |
| Stochastic error propagation analysis of model-driven space robotic software implemented in simulink A Morozov, K Janschek, T Krüger, A Schiele Proceedings of the 3rd Workshop on Model-Driven Robot Software Engineering …, 2016 | 19 | 2016 |
| Automatic transformation of uml system models for model-based error propagation analysis of mechatronic systems K Ding, T Mutzke, A Morozov, K Janschek IFAC-PapersOnLine 49 (21), 439-446, 2016 | 19 | 2016 |
| Quantification of the impact of random hardware faults on safety-critical ai applications: Cnn-based traffic sign recognition case study M Beyer, A Morozov, K Ding, S Ding, K Janschek 2019 IEEE International Symposium on Software Reliability Engineering …, 2019 | 16 | 2019 |
| Fail-safe priority-based approach for autonomous intersection management F Hart, M Saraoglu, A Morozov, K Janschek IFAC-PapersOnLine 52 (8), 233-238, 2019 | 16 | 2019 |
| Openerrorpro: A new tool for stochastic model-based reliability and resilience analysis A Morozov, K Ding, M Steurer, K Janschek 2019 ieee 30th international symposium on software reliability engineering …, 2019 | 14 | 2019 |
| Classification of hierarchical fault-tolerant design patterns K Ding, A Morozov, K Janschek 2017 IEEE 15th Intl Conf on Dependable, Autonomic and Secure Computing, 15th …, 2017 | 14 | 2017 |
| Case study results for probabilistic error propagation analysis of a mechatronic system A Morozov, K Janschek Tagungsband Fachtagung Mechatronik, 229-234, 2013 | 14 | 2013 |
| Breaking the limits of redundancy systems analysis C Dubslaff, K Ding, A Morozov, C Baier, K Janschek arXiv preprint arXiv:1912.05364, 2019 | 13 | 2019 |
| Fault injectors for tensorflow: Evaluation of the impact of random hardware faults on deep cnns M Beyer, A Morozov, E Valiev, C Schorn, L Gauerhof, K Ding, K Janschek arXiv preprint arXiv:2012.07037, 2020 | 12 | 2020 |