Artur Mrowca

According to our database, Artur Mrowca authored at least 10 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Temporal state change Bayesian networks for modeling of evolving multivariate state sequences: model, structure discovery and parameter estimation.

Artur Mrowca, Florian Gyrock, Stephan Günnemann

Data Min. Knowl. Discov., 2022

2021

Specification Mining in High dimensional Heterogeneous Data Sets of Large-Scale Distributed Systems.

Artur Mrowca

PhD thesis, 2021

2019

Context by Proxy: Identifying Contextual Anomalies Using an Output Proxy.

Jan-Philipp Schulze, Artur Mrowca, Elizabeth Ren, Hans-Andrea Loeliger, Konstantin Böttinger

Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

Learning Temporal Specifications from Imperfect Traces Using Bayesian Inference.

Artur Mrowca, Martin Nocker, Sebastian Steinhorst, Stephan Günnemann

Proceedings of the 56th Annual Design Automation Conference 2019, 2019

2018

Discovering Groups of Signals in In-Vehicle Network Traces for Redundancy Detection and Functional Grouping.

Artur Mrowca, Barbara Moser, Stephan Günnemann

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

Pre-ignition Detection Using Deep Neural Networks: A Step Towards Data-driven Automotive Diagnostics.

Peter Wolf, Artur Mrowca, Tam Thanh Nguyen, Bernard Bäker, Stephan Günnemann

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

Analysing the driving load on electric vehicles using unsupervised segmentation models as enabler to determine the time of battery replacement and assess driving mileage.

Tam T. Nguyen, Artur Mrowca, Barbara Moser, Andreas Jossen

Proceedings of the Thirteenth International Conference on Ecological Vehicles and Renewable Energies, 2018

Automated interpretation and reduction of in-vehicle network traces at a large scale.

Artur Mrowca, Thomas Pramsohler, Sebastian Steinhorst, Uwe Baumgarten

Proceedings of the 55th Annual Design Automation Conference, 2018

2017

Security in Automotive Networks: Lightweight Authentication and Authorization.

Philipp Mundhenk, Andrew Paverd, Artur Mrowca, Sebastian Steinhorst, Martin Lukasiewycz, Suhaib A. Fahmy, Samarjit Chakraborty

ACM Trans. Design Autom. Electr. Syst., 2017

2016

Open source model and simulator for real-time performance analysis of automotive network security.

Philipp Mundhenk, Artur Mrowca, Sebastian Steinhorst, Martin Lukasiewycz, Suhaib A. Fahmy, Samarjit Chakraborty

SIGBED Rev., 2016