Explaining Deep Neural Networks for Bearing Fault Detection with Vibration Concepts

Thomas Decker, Michael Lebacher, Volker Tresp

Concept-based explanation methods, such as Concept Activation Vectors, are potent means to quantify how abstract or high-level characteristics of input data influence the predictio…