Swantje Plambeck

17 papers B 2C 7Journal 5Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Flowcean - Model Learning for Cyber-Physical Systems.
CoRR
Maximilian Schmidt, Swantje Plambeck, Markus Knitt, Hendrik Rose, Görschwin Fey, Jan Christian Wieck, Stephan Balduin
2026 J jnl
Identification of hybrid systems with dynamics-based modeling through symbolic regression.
J. Syst. Softw.
Swantje Plambeck, Maximilian Schmidt, Audine Subias, Louise Travé-Massuyès, Görschwin Fey
2025 J jnl
Data-Driven Probabilistic Evaluation of Logic Properties with PAC-Confidence on Mealy Machines.
CoRR
Swantje Plambeck, Ali Salamati, Eyke Hüllermeier, Görschwin Fey
2025 C conf
One-Shot Learning in Hybrid System Identification: A New Modular Paradigm.
DX
Swantje Plambeck, Maximilian Schmidt, Louise Travé-Massuyès, Görschwin Fey
2024 B conf
Dynamics-Based Identification of Hybrid Systems using Symbolic Regression.
SEAA
Swantje Plambeck, Maximilian Schmidt, Görschwin Fey, Audine Subias, Louise Travé-Massuyès
2024 — conf
FaMoS- Fast Model Learning for Hybrid Cyber-Physical Systems using Decision Trees.
HSCC
Swantje Plambeck, Aaron Bracht, Nemanja Hranisavljevic, Görschwin Fey
2024 C conf
Usability of Symbolic Regression for Hybrid System Identification - System Classes and Parameters (Short Paper).
DX
Swantje Plambeck, Maximilian Schmidt, Audine Subias, Louise Travé-Massuyès, Görschwin Fey
2023 C conf
Data-Driven Test Generation for Black-Box Systems From Learned Decision Tree Models.
DDECS
Swantje Plambeck, Görschwin Fey
2023 C conf
Towards the Automatic Generation of Models for Prediction, Monitoring, and Testing of Cyber-Physical Systems.
ETFA
Markus Knitt, Swantje Plambeck, Jan Christian Wieck, Julian Kohlisch, Stephan Balduin, Eric M. S. P. Veith, Jakob Schyga, Johannes Hinckeldeyn, Görschwin Fey, Jochen Kreutzfeldt
2022 C conf
Decision Tree Models of Continuous Systems.
ETFA
Swantje Plambeck, Görschwin Fey
2022 C conf
Decision Trees for Analyzing Influences on the Accuracy of Indoor Localization Systems.
IPIN
Jakob Schyga, Swantje Plambeck, Johannes Hinckeldeyn, Görschwin Fey, Jochen Kreutzfeldt
2022 J jnl
Decision Trees for Analyzing Influences on the Accuracy of Indoor Localization Systems.
CoRR
Jakob Schyga, Swantje Plambeck, Johannes Hinckeldeyn, Görschwin Fey, Jochen Kreutzfeldt
2022 — conf
On the Viability of Decision Trees for Learning Models of Systems.
ASP-DAC
Swantje Plambeck, Lutz Schammer, Görschwin Fey
2022 — conf
Regression Trees for System Models and Prediction.
OVERLAY@AI*IA
Swantje Plambeck, Görschwin Fey
2021 J jnl
Automata Learning for Automated Test Generation of Real Time Localization Systems.
CoRR
Swantje Plambeck, Jakob Schyga, Johannes Hinckeldeyn, Jochen Kreutzfeldt, Görschwin Fey
2021 B conf
Learning Models of Cyber-Physical Systems using Automata Learning.
COMPSAC
Lutz Schammer, Swantje Plambeck, Fin Hendrik Bahnsen, Görschwin Fey
2021 C conf
Metrics for the Evaluation of Approximate Sequential Streaming Circuits.
DSD
Swantje Plambeck, Gianluca Martino, Görschwin Fey