Stefan Heid

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Feature Ranking

Matlab Simulink

Machine Learning

Distributed Intelligent

Top Venues

Int. J. Approx. Reason.

J. Open Source Softw.

Publications

Stefan Heid, Jonas Hanselle, Johannes Fürnkranz, Eyke Hüllermeier
Learning decision catalogues for situated decision making: The case of scoring systems. Int. J. Approx. Reason. 171 (2024)
Jonas Hanselle, Stefan Heid, Johannes Fürnkranz, Eyke Hüllermeier
Probabilistic Scoring Lists for Interpretable Machine Learning. CoRR (2024)
Jonas Hanselle, Jaroslaw Kornowicz, Stefan Heid, Kirsten Thommes, Eyke Hüllermeier
Comparing Humans and Algorithms in Feature Ranking: A Case-Study in the Medical Domain. LWDA (2023)
Daniel Weber, Stefan Heid, Henrik Bode, Jarren H. Lange, Eyke Hüllermeier, Oliver Wallscheid
Safe Bayesian Optimization for Data-Driven Power Electronics Control Design in Microgrids: From Simulations to Real-World Experiments. IEEE Access 9 (2021)
Stefan Heid, Daniel Weber, Henrik Bode, Eyke Hüllermeier, Oliver Wallscheid
OMG: A Scalable and Flexible Simulation and Testing Environment Toolbox for Intelligent Microgrid Control. J. Open Source Softw. 5 (54) (2020)
Henrik Bode, Stefan Heid, Daniel Weber, Eyke Hüllermeier, Oliver Wallscheid
Towards a Scalable and Flexible Simulation and Testing Environment Toolbox for Intelligent Microgrid Control. CoRR (2020)
Stefan Heid, Marcel Wever, Eyke Hüllermeier
Reliable Part-of-Speech Tagging of Historical Corpora through Set-Valued Prediction. CoRR (2020)