Fault Diagnosis by Bayesian Network Classifiers with a Distance Rejection Criterion Topics: Intelligent Fault Detection, Diagnosis and Prognostics; Surveillance, Fault Detection and Diagnosis In Proceedings of the 16th International Conference on Informatics in Control, Automation and Robotics - Volume 1: ICINCO, 463-468, 2019 , Prague, Czech Republic