1 citations · 1 across the 2 of their papers we have counts for
2 papers
stat.ML2021★ 1 cited
Multi-Class Multiple Instance Learning for Predicting Precursors to Aviation Safety Events
Marc-Henri Bleu-Laine, Tejas G. Puranik, Dimitri N. Mavris +1
In recent years, there has been a rapid growth in the application of machine learning techniques that leverage aviation data collected from commercial airline operations to improve…
cs.LG2016
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…