An analysis method for flight delays based on Bayesian network

We design a Bayesian network by series analysis on actual airline data. The creation of the initial parameters is based on the analysis for the continuous flights fly over the same point. The framework is constructed and process of delay prediction is analyzed. The method is test in data sets which...

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Bibliographic Details
Main Authors: Li Qianya, Wang Lei, Fei Rong, Wang Bin, Hei Xinhong
Format: Conference Proceeding
Language:English
Subjects:
Airports
analysis
Analytical models
Atmospheric modeling
Bayes methods
Data models
Delays
empirical flight data
flight delay
prediction
Predictive models
Online Access:Request full text
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Description
Summary:We design a Bayesian network by series analysis on actual airline data. The creation of the initial parameters is based on the analysis for the continuous flights fly over the same point. The framework is constructed and process of delay prediction is analyzed. The method is test in data sets which is offered by the company. And it clearly demonstrates the value of BN for analyzing the system-level effects arising from micro-level causes.
ISSN:1948-9439
1948-9447
DOI:10.1109/CCDC.2015.7162353