Dynamically forecasting airline departure delay probability distributions for individual flights using supervised learning
Maarten Beltman, Marta Ribeiro, Jasper de Wilde, Junzi Sun
| Year of publication: |
2025
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| Authors: | Beltman, Maarten ; Ribeiro, Marta ; Wilde, Jasper de ; Sun, Junzi |
| Published in: |
Journal of air transport management : a new international journal of research, policy and practice. - Amsterdam [u.a.] : Elsevier Science, ZDB-ID 2027741-6. - Vol. 126.2025, Art.-No. 102788, p. 1-21
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| Subject: | CatBoost | Deep Neural Networks | Departure Delay | Random Forest | Supervised learning | Neuronale Netze | Neural networks | Theorie | Theory | Lernprozess | Learning process | Prognoseverfahren | Forecasting model | Fluggesellschaft | Airline | Wahrscheinlichkeitsrechnung | Probability theory | Lernen | Learning | Linienverkehr | Scheduled transport | Luftverkehr | Air transport |
| Type of publication: | Article |
|---|---|
| Type of publication (narrower categories): | Aufsatz in Zeitschrift ; Article in journal |
| Language: | English |
| Other identifiers: | 10.1016/j.jairtraman.2025.102788 [DOI] |
| Source: | ECONIS - Online Catalogue of the ZBW |
Persistent link: https://www.econbiz.de/10015442357