Probabilistic Flight Delay Predictions Using Machine Learning and Applications to the Flight-to-Gate Assignment Problem

Probabilistic Flight Delay Predictions Using Machine Learning and Applications to the Flight-to-Gate Assignment Problem

The problem of flight delay prediction is approached most often by predicting a delay class or value. However, the aviation industry can benefit greatly from probabilistic delay predictions on an individual flight basis, as these give insight into the uncertainty of the delay predictions. Therefore,...

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Bibliographic Details
Main Authors: Micha Zoutendijk, Mihaela Mitici
Format: Article
Language:English
Published: MDPI AG 2021-05-01
Series:Aerospace
Subjects:
probabilistic prediction
machine learning
flight delay
flight-to-gate assignment problem
Online Access:https://www.mdpi.com/2226-4310/8/6/152

Internet

https://www.mdpi.com/2226-4310/8/6/152

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