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cs.LG2022★ 1 cited
Stuttgart Open Relay Degradation Dataset (SOReDD)
Benjamin Maschler, Angel Iliev, Thi Thu Huong Pham +1
Real-life industrial use cases for machine learning oftentimes involve heterogeneous and dynamic assets, processes and data, resulting in a need to continuously adapt the learning…
cs.LG2021
Regularization-based Continual Learning for Anomaly Detection in Discrete Manufacturing
Benjamin Maschler, Thi Thu Huong Pham, Michael Weyrich
The early and robust detection of anomalies occurring in discrete manufacturing processes allows operators to prevent harm, e.g. defects in production machinery or products. While…