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cs.LG2022★ 1 cited
Autoencoder based Anomaly Detection and Explained Fault Localization in Industrial Cooling Systems
Stephanie Holly, Robin Heel, Denis Katic +8
Anomaly detection in large industrial cooling systems is very challenging due to the high data dimensionality, inconsistent sensor recordings, and lack of labels. The state of the…
cs.LG2022★ 2 cited
Smart Active Sampling to enhance Quality Assurance Efficiency
Clemens Heistracher, Stefan Stricker, Pedro Casas +2
We propose a new sampling strategy, called smart active sapling, for quality inspections outside the production line. Based on the principles of active learning a machine learning…