Unsupervised Anomaly Detection in Flight Data Using Convolutional Variational Auto-Encoder

The modern National Airspace System (NAS) is an extremely safe system and the aviation industry has experienced a steady decrease in fatalities over the years. This is in part due the airlines, manufacturers, FAA, and research institutions all continually working to improve the safety of the operati...

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Bibliographic Details
Main Authors: Milad Memarzadeh, Bryan Matthews, Ilya Avrekh
Format: Article
Language:English
Published: MDPI AG 2020-08-01
Series:Aerospace
Subjects:
Online Access:https://www.mdpi.com/2226-4310/7/8/115