Publications

Decision-Focused Retraining of Forecast Models for Optimization Problems in Smart Energy Systems
Beichter, M.; Werling, D.; Heidrich, B.; Phipps, K.; Neumann, O.; Friederich, N.; Mikut, R.; Hagenmeyer, V.
2024. e-Energy ’24 : Proceedings of the 15th ACM International Conference on Future and Sustainable Energy Systems, 170–181, Association for Computing Machinery (ACM). doi:10.1145/3632775.3661952

EMSIG – Event-driven Microscopy for Smart Microfluidic Single-cell Analysis
Friederich, N.; Seiffarth, J.; Yamachui Sitcheu, A. J.; Yildiz, E.; Pesch, M.; Scholtes, L.; Neumann, O.; Scharr, H.; Nöh, K.; Mikut, R.
2024, May 14. 4th Helmholtz Imaging Conference (2024), Heidelberg, Germany, May 14–15, 2024

Discovery of Hidden Dynamic Processes through AI-based Automated Active Learning: A Use Case in Light Microscopy
Friederich, N.; Yamachui Sitcheu, A. J.; Neumann, O.; Mikut, R.; Hilbert, L.
2024, March 12. AI and biology (2024), Heidelberg, Germany, March 12–15, 2024

EAP4EMSIG - Experiment Automation Pipeline for Event-Driven Microscopy to Smart Microfluidic Single-Cells Analysis
Friederich, N.; Yamachui Sitcheu, A. J.; Nassal, A.; Pesch, M.; Yildiz, E.; Beichter, M.; Scholtes, L.; Akbaba, B.; Lautenschlager, T.; Neumann, O.; Kohlheyer, D.; Scharr, H.; Seiffarth, J.; Nöh, K.; Mikut, R.
2024. Proceedings : 34. Workshop Computational Intelligence: Berlin, 21.-22. November 2024. Ed.: H. Schulte, 169–192, KIT Scientific Publishing

Intrinsic Explainable Artificial Intelligence Using Trainable Spatial Weights on Numerical Weather Predictions
Neumann, O.; Beichter, M.; Heidrich, B.; Friederich, N.; Hagenmeyer, V.; Mikut, R.
2024. 15th ACM International Conference on Future and Sustainable Energy Systems (e-Energy 2024), Singapore, Singapore, June 4–7, 2024

Live-cell mAIcroscopy - Cracking the challenge to image living cells with real-time event attention
Seiffarth, J.; Pesch, M.; Scholtes, L.; Yildiz, E.; Paul, R.; Friederich, N.; Yamachui Sitcheu, A. J.; Mikut, R.; Scharr, H.; Kohlheyer, D.; Nöh, K.
2024. 4th Helmholtz Imaging Conference (2024), Heidelberg, Germany, May 14–15, 2024

Security Fence Inspection at Airports Using Object Detection
Friederich, N.; Specker, A.; Beyerer, J.
2024. Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshops, 310–319, Institute of Electrical and Electronics Engineers (IEEE)

MLOps for Scarce Image Data: A Use Case in Microscopic Image Analysis
Yamachui Sitcheu, A. J.; Friederich, N.; Baeuerle, S.; Neumann, O.; Reischl, M.; Mikut, R.
2023. Proceedings 33. Workshop Computational Intelligence. Hrsg.: H. Schulte, 169–190, KIT Scientific Publishing

AI-based automated active learning for discovery of hidden dynamic processes: A use case in light microscopy
Friederich, N.; Yamachui Sitcheu, A. J.; Neumann, O.; Eroglu-Kayıkçı, S.; Prizak, R.; Hilbert, L.; Mikut, R.
2023. Proceedings-33. Workshop Computational Intelligence: Berlin, 23.-24. November 2023, 31–51, KIT Scientific Publishing. doi:10.48550/arXiv.2310.04461

Security Fence Inspection at Airports Using Object Detection
Friederich, N.; Specker, A.; Beyerer, J.
2023. arxiv. doi:10.48550/arXiv.2311.12064

SATOMI and EMSIG: The Power Couple for Analyzing Microbial Live-Cell Experiments
Yamachui Sitcheu, A. J.; Seiffarth, J.; Friederich, N.; Yildiz, E.; Scherr, T.; Neumann, O.; Wollenhaupt, B.; Scharr, H.; Nöh, K.; Kohlheyer, D.; Mikut, R.
2023. Helmholtz Imaging Conference (2023), Hamburg, Germany, June 14–16, 2023