Learning Models of Cyber-Physical Systems using Automata Learning. - Lutz Schammer; Swantje Plambeck; Fin Hendrik Bahnsen; Görschwin Fey (COMPSAC, 2021)

Metrics for the Evaluation of Approximate Sequential Streaming Circuits. - Swantje Plambeck; Gianluca Martino; Görschwin Fey (DSD, 2021)

Automata Learning for Automated Test Generation of Real Time Localization Systems. - Swantje Plambeck; Jakob Schyga; Johannes Hinckeldeyn; Jochen Kreutzfeldt; Görschwin Fey (CoRR, 2021)

Regression Trees for System Models and Prediction. - Swantje Plambeck; Görschwin Fey (OVERLAY@AI*IA, 2022)

On the Viability of Decision Trees for Learning Models of Systems. - Swantje Plambeck; Lutz Schammer; Görschwin Fey (ASP-DAC, 2022)

Decision Tree Models of Continuous Systems. - Swantje Plambeck; Görschwin Fey (ETFA, 2022)

Decision Trees for Analyzing Influences on the Accuracy of Indoor Localization Systems. - Jakob Schyga; Swantje Plambeck; Johannes Hinckeldeyn; Görschwin Fey; Jochen Kreutzfeldt (IPIN, 2022)

Data-Driven Test Generation for Black-Box Systems From Learned Decision Tree Models. - Swantje Plambeck; Görschwin Fey (DDECS, 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 (ETFA, 2023)

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 (DX, 2024)

Dynamics-Based Identification of Hybrid Systems using Symbolic Regression. - Swantje Plambeck; Maximilian Schmidt; Görschwin Fey; Audine Subias; Louise Travé-Massuyès (SEAA, 2024)

FaMoS- Fast Model Learning for Hybrid Cyber-Physical Systems using Decision Trees. - Swantje Plambeck; Aaron Bracht; Nemanja Hranisavljevic; Görschwin Fey (HSCC, 2024)

TUHH-IES/FaMoS-DT: v0.1. - Aaron Bracht; Swantje Plambeck; Görschwin Fey (Zenodo, 2024)

Symbolic Regression for Hybrid Automata. - Swantje Plambeck (DROPS Artifacts, 2024)

Data-Driven Probabilistic Evaluation of Logic Properties with PAC-Confidence on Mealy Machines. - Swantje Plambeck; Ali Salamati; Eyke Huellermeier; Görschwin Fey (CoRR, 2025)