Wissenschaftliche Publikationen
2025
- Bridging the Qualification Gap for the Asset Administration Shell: A Modular and Role-Based Learning Framework In 2025 IEEE 30th International Conference on Emerging Technologies and Factory Automation (ETFA), Porto, Portugal, September 2025. IEEE. Details BIB
- Building a European-Level Energy Registry In 36th Forum Bauinformatik 2025, Aachen, Germany, September 2025. Details URL BIB
- Environmental Monitoring of Industrial Environments with TSMatch (Demo) inProc. ACM SIGCOMM 2025, ():, September 2025. Details URL DOI BIB
- Reducing Information Overload with Machine Learning in Mobile Pervasive Augmented Reality Systems IEEE Access, ():, August 2025. Details URL DOI BIB
- Efficient Domain Augmentation for Autonomous Driving Testing Using Diffusion Models In Proceedings of the 47th International Conference on Software Engineering, pages 12 pages, May 2025. IEEE. Details URL DOI BIB
- Benchmarking Generative AI Models for Deep Learning Test Input Generation In Proceedings of the 18th IEEE International Conference on Software Testing, Verification and Validation, April 2025. IEEE. Details URL BIB
- Improved Machine Learning Hybrid Approach For Advanced Solar PV Power Forecasting In IEEE SusTech 2025 Conference, Los Angeles, CA, USA, April 2025. Details URL DOI BIB
- Exploring the Potential of Freely Available Satellite Data for Energy Applications In 2nd NFDI4Energy Conference 2025, Karlsruhe, March 2025. Details URL BIB
2024
- Mapping Solar Potential: Comprehensive PV System Detection with Aerial and Satellite Images Using SolarSAM In IEEE SmartGridComm 2024 Conference, Oslo, Norway, September 2024. Details URL BIB
- Smart Energy Forecasting: An In-depth Study on Forecasting Methods for Electric-thermal Storage Systems In IEEE SmartGridComm 2024 Conference, Oslo, Norway, September 2024. Details URL BIB
- Adversarial Machine Learning in Industry: A Systematic Literature Review Computers & Security, 145():103988, 2024. Details DOI BIB
2023
- Neurorobotic reinforcement learning for domains with parametrical uncertainty Frontiers in Neurorobotics, 17():, October 2023. Details URL DOI BIB
- Interaction Patterns for Regulatory Compliance in Federated Learning In CIISR 2023: 3rd International Workshop on Current Information Security and Compliance Issues in Information Systems Research, co-located with the 18th International Conference on Wirtschaftsinformatik (WI 2023), September 18, 2023, Paderborn, Germany, pages 6-18, September 2023. CEUR Workshop Proceedings. Details URL BIB
2022
- Towards an Accountable and Reproducible Federated Learning: A FactSheets Approach February 2022. Details URL DOI BIB
- Feature Sets in Just-in-Time Defect Prediction: An Empirical Evaluation In Proceedings of the 18th International Conference on Predictive Models and Data Analytics in Software Engineering, pages 22-31, 2022. Association for Computing Machinery. Details DOI BIB
2021
- Smart Self-Adaptive Cyber-Physical Systems: How can Exploration and Learning Improve Performance in a Partially Observable Multi-Agent Context? In ADAPTIVE 2021: The Thirteenth International Conference on Adaptive and Self-Adaptive Systems and Applications, April 2021. Details URL BIB
2020
- Draw with me: human-in-the-loop for image restoration In the 25th International Conference on Intelligent User Interfaces, pages 243-253, 2020. ACM. Details URL BIB
- Draw with Me: Human-in-the-Loop for Image Restoration In the 43rd German Conference on AI, pages 245-248, 2020. Springer. Details URL BIB
- Personalized Stress Detection with Self-supervised Learned Features , ():, 2020. Details URL BIB