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Cost Reductions enabled by Machine Learning in ATM
Authors:
Hartmut Helmke, Matthias Kleinert, Jürgen Rataj (DLR), Petr Motlicek (Idiap), Christian Kern (Austro Control), Dietrich Klakow (Saarland University) & Petr Hlousek (Air Navigation Services of the Czech Republic)
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Characterizing National Airspace System Operations Using Automated Voice Data Processing
Authors:
Shuo Chen, Hunter Kopald, Rob Tarakan, Gaurish Anand & Karl Meyer (MITRE)
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Clustering Aircraft Trajectories on the Airport Surface
Author:
Andrew Churchill & Michael Bloem (Mosaic)
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Identifying Anomalies in past en-route Trajectories with Clustering and Anomaly Detection Methods
Author:
Xavier Olive & Luis Basora (ONERA)
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Data-Driven Precursor Detection Algorithm for Terminal Airspace Operations
Authors:
Raj Deshmukh, Dawei Sun & Inseok Hwang (Purdue University)
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Predicting and Analyzing US Air Traffic Delays using Passenger-centric Data-sources
Authors:
Philippe Monmousseau, Daniel Delahaye (ENAC), Aude Marzuoli & Eric Feron (Georgia Institute of Technology)
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Causal Demand Modelling for Applications in En Route Air Traffic Management
Author:
Ivan Tereshchenko & Mark Hansen (UC Berkeley)