Michael Lebacher

Does Your Model Think Like an Engineer? Explainable AI for Bearing Fault Detection with Deep Learning

Deep Learning has already been successfully applied to analyze industrial sensor data in a variety of relevant use cases. However, the opaque nature of many well-performing methods poses a major obstacle for real-world deployment. Explainable AI (XAI) and especially feature attribution techniques pr…