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

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 data objects are flight