Swantje Plambeck

According to our database, Swantje Plambeck authored at least 14 papers between 2021 and 2024.

Collaborative distances:

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

2024

Symbolic Regression for Hybrid Automata.

Swantje Plambeck

Dataset, November, 2024

TUHH-IES/FaMoS-DT: v0.1.

Aaron Bracht, Swantje Plambeck, Görschwin Fey

Dataset, February, 2024

FaMoS- Fast Model Learning for Hybrid Cyber-Physical Systems using Decision Trees.

Swantje Plambeck, Aaron Bracht, Nemanja Hranisavljevic, Görschwin Fey

Proceedings of the 27th ACM International Conference on Hybrid Systems: Computation and Control, 2024

Dynamics-Based Identification of Hybrid Systems using Symbolic Regression.

Swantje Plambeck, Maximilian Schmidt, Görschwin Fey, Audine Subias, Louise Travé-Massuyès

Proceedings of the 50th Euromicro Conference on Software Engineering and Advanced Applications, 2024

Usability of Symbolic Regression for Hybrid System Identification - System Classes and Parameters (Short Paper).

Swantje Plambeck, Maximilian Schmidt, Audine Subias, Louise Travé-Massuyès, Görschwin Fey

Proceedings of the 35th International Conference on Principles of Diagnosis and Resilient Systems, 2024

2023

Towards the Automatic Generation of Models for Prediction, Monitoring, and Testing of Cyber-Physical Systems.

Markus Knitt, Swantje Plambeck, Jan Christian Wieck, Julian Kohlisch, Stephan Balduin, Eric M. S. P. Veith, Jakob Schyga, Johannes Hinckeldeyn, Görschwin Fey, Jochen Kreutzfeldt

Proceedings of the 28th IEEE International Conference on Emerging Technologies and Factory Automation, 2023

Data-Driven Test Generation for Black-Box Systems From Learned Decision Tree Models.

Swantje Plambeck, Görschwin Fey

Proceedings of the 26th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, 2023

2022

Decision Trees for Analyzing Influences on the Accuracy of Indoor Localization Systems.

Jakob Schyga, Swantje Plambeck, Johannes Hinckeldeyn, Görschwin Fey, Jochen Kreutzfeldt

Proceedings of the 12th IEEE International Conference on Indoor Positioning and Indoor Navigation, 2022

Decision Tree Models of Continuous Systems.

Swantje Plambeck, Görschwin Fey

Proceedings of the 27th IEEE International Conference on Emerging Technologies and Factory Automation, 2022

On the Viability of Decision Trees for Learning Models of Systems.

Swantje Plambeck, Lutz Schammer, Görschwin Fey

Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

Regression Trees for System Models and Prediction.

Swantje Plambeck, Görschwin Fey

Proceedings of the Short Paper Proceedings of the 4th Workshop on Artificial Intelligence and Formal Verification, 2022

2021

Automata Learning for Automated Test Generation of Real Time Localization Systems.

Swantje Plambeck, Jakob Schyga, Johannes Hinckeldeyn, Jochen Kreutzfeldt, Görschwin Fey

CoRR, 2021

Metrics for the Evaluation of Approximate Sequential Streaming Circuits.

Swantje Plambeck, Gianluca Martino, Görschwin Fey

Proceedings of the 24th Euromicro Conference on Digital System Design, 2021

Learning Models of Cyber-Physical Systems using Automata Learning.

Lutz Schammer, Swantje Plambeck, Fin Hendrik Bahnsen, Görschwin Fey

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021