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Artur Mrowca
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2020 – today
- 2022
- [j3]Artur Mrowca
, Florian Gyrock, Stephan Günnemann:
Temporal state change Bayesian networks for modeling of evolving multivariate state sequences: model, structure discovery and parameter estimation. Data Min. Knowl. Discov. 36(1): 240-294 (2022) - 2021
- [b1]Artur Mrowca:
Specification Mining in High dimensional Heterogeneous Data Sets of Large-Scale Distributed Systems. Technical University of Munich, Germany, 2021
2010 – 2019
- 2019
- [c6]Artur Mrowca, Martin Nocker
Learning Temporal Specifications from Imperfect Traces Using Bayesian Inference. DAC 2019: 96 - [c5]Jan-Philipp Schulze
Context by Proxy: Identifying Contextual Anomalies Using an Output Proxy. KDD 2019: 2059-2068 - 2018
- [c4]Artur Mrowca, Thomas Pramsohler, Sebastian Steinhorst
Automated interpretation and reduction of in-vehicle network traces at a large scale. DAC 2018: 102:1-102:6 - [c3]Tam T. Nguyen, Artur Mrowca, Barbara Moser, Andreas Jossen
Analysing the driving load on electric vehicles using unsupervised segmentation models as enabler to determine the time of battery replacement and assess driving mileage. EVER 2018: 1-7 - [c2]Peter Wolf, Artur Mrowca, Tam Thanh Nguyen, Bernard Bäker, Stephan Günnemann:
Pre-ignition Detection Using Deep Neural Networks: A Step Towards Data-driven Automotive Diagnostics. ITSC 2018: 176-183 - [c1]Artur Mrowca, Barbara Moser, Stephan Günnemann:
Discovering Groups of Signals in In-Vehicle Network Traces for Redundancy Detection and Functional Grouping. ECML/PKDD (3) 2018: 86-102 - 2017
- [j2]Philipp Mundhenk, Andrew Paverd
Security in Automotive Networks: Lightweight Authentication and Authorization. ACM Trans. Design Autom. Electr. Syst. 22(2): 25:1-25:27 (2017) - [i1]Philipp Mundhenk, Andrew Paverd, Artur Mrowca, Sebastian Steinhorst, Martin Lukasiewycz, Suhaib A. Fahmy, Samarjit Chakraborty:
Security in Automotive Networks: Lightweight Authentication and Authorization. CoRR abs/1703.03652 (2017) - 2016
- [j1]Philipp Mundhenk, Artur Mrowca, Sebastian Steinhorst
Open source model and simulator for real-time performance analysis of automotive network security. SIGBED Rev. 13(3): 8-13 (2016)
Coauthor Index
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