Bayes Watch: Bayesian Change-point Detection for Process Monitoring with Fault Detection

Alexander C. Murph, Curtis B. Storlie, Patrick M. Wilson +2

When a predictive model is in production, it must be monitored in real-time to ensure that its performance does not suffer due to drift or abrupt changes to data. Ideally, this is…