o-mey / xai-vibration-fault-detection

Explainable AI Algorithms for Vibration Data-based Fault Detection: Use Case-adadpted Methods and Critical Evaluation

Authors: Oliver Mey¹, Deniz Neufeld²

¹ Fraunhofer IIS/EAS, Fraunhofer Institute for Integrated Circuits, Division Engineering of Adaptive Systems, Dresden, Germany
² Cognitive Systems Group, University of Bamberg, Bamberg, Germany

This repository contains the source code and some notebooks which demonstrate how to use the accompanying code.

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Acknowledgements

This repository includes source code copied and partially edited from:

• https://github.com/albermax/innvestigate
• https://github.com/emanuel-metzenthin/Lime-For-Time