Since the aircraft trajectory data in the field of air traffic management typically lacks labels, it limits the community's ability to explore classification models. Consequently, evaluations of clustering models often focus on the correctness of cluster assignment rather than merely the closeness within the cluster. To address this, we labeled the dataset for both classification and clustering tasks by referring to aeronautical publications. The process of obtaining the ATFM trajectory dataset consists of data sourcing, preprocessing, and annotation.

Dataset Files

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[1] Thaweerath Phisannupawong, Joshua Julian Damanik, Han-Lim Choi, "ATFMTraj: Aircraft Trajectory Time Series Data for Air Traffic Management", IEEE Dataport, 2024. [Online]. Available: http://dx.doi.org/10.21227/f77f-b640. Accessed: Dec. 26, 2024.
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author = {Thaweerath Phisannupawong; Joshua Julian Damanik; Han-Lim Choi },
publisher = {IEEE Dataport},
title = {ATFMTraj: Aircraft Trajectory Time Series Data for Air Traffic Management},
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T1 - ATFMTraj: Aircraft Trajectory Time Series Data for Air Traffic Management
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Thaweerath Phisannupawong, Joshua Julian Damanik, Han-Lim Choi. (2024). ATFMTraj: Aircraft Trajectory Time Series Data for Air Traffic Management. IEEE Dataport. http://dx.doi.org/10.21227/f77f-b640
Thaweerath Phisannupawong, Joshua Julian Damanik, Han-Lim Choi, 2024. ATFMTraj: Aircraft Trajectory Time Series Data for Air Traffic Management. Available at: http://dx.doi.org/10.21227/f77f-b640.
Thaweerath Phisannupawong, Joshua Julian Damanik, Han-Lim Choi. (2024). "ATFMTraj: Aircraft Trajectory Time Series Data for Air Traffic Management." Web.
1. Thaweerath Phisannupawong, Joshua Julian Damanik, Han-Lim Choi. ATFMTraj: Aircraft Trajectory Time Series Data for Air Traffic Management [Internet]. IEEE Dataport; 2024. Available from : http://dx.doi.org/10.21227/f77f-b640
Thaweerath Phisannupawong, Joshua Julian Damanik, Han-Lim Choi. "ATFMTraj: Aircraft Trajectory Time Series Data for Air Traffic Management." doi: 10.21227/f77f-b640