Semi-Markov Switching Vector Autoregressive Model-based Anomaly Detection in Aviation Systems

Igor Melnyk, Arindam Banerjee, Bryan Matthews +1

In this work we consider the problem of anomaly detection in heterogeneous, multivariate, variable-length time series datasets. Our focus is on the aviation safety domain, where da…