A Graphical Tool to Visualize Predicted Minimum Delay Flights

A Graphical Tool to Visualize Predicted Minimum Delay Flights

In this article, we present a graphical decision support tool to aid in analyzing the U.S. air transport network. In addition to displaying simple statistics, our tool can calculate the predictions of both the minimum-delay and quickest routes for a given origin and destination airport using regress...

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Veröffentlicht in:Journal of computational and graphical statistics 2011-06, Vol.20 (2), p.294-297
Hauptverfasser: Dey, Tanujit, Phillips, David J., Steele, Patrick
Format: Artikel
Sprache:eng
Schlagworte:
20th Anniversary Feature: 2009 ASA Data Expo
Airline scheduling
Airlines
Airports
Bootstrap
Civil aviation
Data mining
Data visualization
Decision support systems
Flight plans
Flight time
Monte Carlo methods
Monte Carlo simulation
Network optimization
Optimization techniques
Predictions
Statistics
Stochastic optimization
Studies
Vehicular flight
Visualization
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Beschreibung
Zusammenfassung:In this article, we present a graphical decision support tool to aid in analyzing the U.S. air transport network. In addition to displaying simple statistics, our tool can calculate the predictions of both the minimum-delay and quickest routes for a given origin and destination airport using regression, simulation, and network optimization techniques. Using various visualizations allows for less obvious patterns in the data to be displayed. This article has supplementary material online.
ISSN:1061-8600
1537-2715
DOI:10.1198/jcgs.2011.5de