Alexander Zeiser

BMW (Germany) — Germany

Engineering · Physical Sciences

3h-index54citations6works1.52yr avg
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Research Topics

Industrial Vision Systems and Defect Detection(5), Fault Detection and Control Systems(4), Anomaly Detection Techniques and Applications(3), Advanced Statistical Process Monitoring(1)

Publications6 total

Enhancing the Performance of Computer Vision Systems in Industry: A Comparative Evaluation Between Data-Centric and Model-Centric Artificial Intelligence
Electronics·2025Open Access
A Review of Data-Centric Artificial Intelligence (DCAI) and its Impact on manufacturing Industry: Challenges, Limitations, and Future Directions
2024· 3 cited
Evaluation of deep unsupervised anomaly detection methods with a data-centric approach for on-line inspection
Computers in Industry·2023· 36 citedOpen Access
A data-centric approach to anomaly detection in layer-based additive manufacturing
at - Automatisierungstechnik·2023· 10 citedOpen Access
Deep Learning based pipeline for anomaly detection and quality enhancement in industrial binder jetting processes
arXiv (Cornell University)·2022Open Access
Requirements towards optimizing analytics in industrial processes
Procedia Computer Science·2021· 5 citedOpen Access

Frequent Co-authors

Bas van Stein(4), Thomas Bäck(4), Bekir Özcan(2), Michael Nieberl(2), Holger Timinger(2), Christoph Kracke(1), B Friedrich(1)