Predicting aircraft arrival times with machine learning

Predicting aircraft arrival times with machine learning

Tässä Pro Gradu -tutkielmassa tutkitaan lentokoneiden matka- ajan ennustamista lentodatan, lentosuunnitelmien, säädatan ja koneoppimisen avulla. This Master’s Thesis studies the viability of using aircraft flight, flight plan and weather data with machine learning to predict aircraft travel time....

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Bibliographic Details
Main Author: Kiesiläinen, Jarno
Other Authors: Informaatioteknologian tiedekunta, Faculty of Information Technology, Informaatioteknologia, Information Technology, Jyväskylän yliopisto, University of Jyväskylä
Format: Master's thesis
Language:eng
Published: 2020
Subjects:
Tietotekniikka
Mathematical Information Technology
602
koneoppiminen
tekoäly
neuroverkot
algoritmit
ilmakulkuneuvot
lennonjohto
machine learning
artificial intelligence
neural networks
algorithms
aircrafts
air traffic control
Online Access: https://jyx.jyu.fi/handle/123456789/69366

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