| Security in automotive networks: Lightweight authentication and authorization P Mundhenk, A Paverd, A Mrowca, S Steinhorst, M Lukasiewycz, ... ACM Transactions on Design Automation of Electronic Systems (TODAES) 22 (2 …, 2017 | 93 | 2017 |
| Pre-ignition detection using deep neural networks: A step towards data-driven automotive diagnostics P Wolf, A Mrowca, TT Nguyen, B Bäker, S Günnemann 2018 21st International conference on intelligent transportation systems …, 2018 | 37 | 2018 |
| Open source model and simulator for real-time performance analysis of automotive network security P Mundhenk, A Mrowca, S Steinhorst, M Lukasiewycz, SA Fahmy, ... Acm Sigbed Review 13 (3), 8-13, 2016 | 16 | 2016 |
| Learning temporal specifications from imperfect traces using bayesian inference A Mrowca, M Nocker, S Steinhorst, S Günnemann Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 15 | 2019 |
| Discovering groups of signals in in-vehicle network traces for redundancy detection and functional grouping A Mrowca, B Moser, S Günnemann Machine Learning and Knowledge Discovery in Databases: European Conference …, 2019 | 7 | 2019 |
| Analysing the driving load on electric vehicles using unsupervised segmentation models as enabler to determine the time of battery replacement and assess driving mileage TT Nguyen, A Mrowca, B Moser, A Jossen 2018 Thirteenth International Conference on Ecological Vehicles and …, 2018 | 6 | 2018 |
| Context by proxy: Identifying contextual anomalies using an output proxy JP Schulze, A Mrowca, E Ren, HA Loeliger, K Böttinger Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | 5 | 2019 |
| Automated interpretation and reduction of in-vehicle network traces at a large scale A Mrowca, T Pramsohler, S Steinhorst, U Baumgarten Proceedings of the 55th Annual Design Automation Conference, 1-6, 2018 | 5 | 2018 |
| Generalizing application agnostic remaining useful life estimation using data-driven open source algorithms B Schlegel, A Mrowca, P Wolf, B Sick, S Steinhorst 2018 IEEE 3rd International Conference on Big Data Analysis (ICBDA), 102-111, 2018 | 2 | 2018 |
| Temporal state change Bayesian networks for modeling of evolving multivariate state sequences: model, structure discovery and parameter estimation A Mrowca, F Gyrock, S Günnemann Data Mining and Knowledge Discovery 36 (1), 240-294, 2022 | | 2022 |
| Specification Mining in High dimensional Heterogeneous Data Sets of Large-Scale Distributed Systems A Mrowca Technische Universität München, 2021 | | 2021 |
| Context by Proxy JP Schulze, A Mrowca, E Ren, HA Loeliger, K Böttinger Proceedings of the 25th ACM SIGKDD International Conference on Knowledge …, 2019 | | 2019 |
