Browsing by Author "Barry, David J."

Now showing items 1-2 of 2

Estimating runway veer-off risk using a Bayesian network with flight data

Barry, David J. (Elsevier, 2020-05-23)

Risk assessments in airline operations are mostly qualitative, despite abundant data from programmes such as flight data monitoring (FDM) and flight operations quality assurance (FOQA). In this paper, features relating to ...
Using machine learning methods in airline flight data monitoring to generate new operational safety knowledge from existing data

Oehling, Julian; Barry, David J. (Elsevier, 2019-01-15)

The aim of this work is to investigate the possibility of using machine learning (ML) methods in order to generate novel, safety-relevant knowledge from existing flight data. Airlines routinely generate vast amounts of ...

Search CERES