Ship Trajectory Clustering Based on Trajectory Resampling and Enhanced BIRCH Algorithm

Ship Trajectory Clustering Based on Trajectory Resampling and Enhanced BIRCH Algorithm

Automatic identification systems (AIS) provides massive ship trajectory data for maritime traffic management, route planning, and other research. In order to explore the valuable ship traffic characteristics contained implicitly in massive AIS data, a ship trajectory clustering method based on ship...

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Bibliographic Details
Main Authors: Zhaojin Yan, Guanghao Yang, Rong He, Hui Yang, Hui Ci, Ran Wang
Format: Article
Language:English
Published: MDPI AG 2023-02-01
Series:Journal of Marine Science and Engineering
Subjects:
automatic identification system (AIS) data
trajectory clustering
trajectory mining
BIRCH algorithm
main ship navigation route
Online Access:https://www.mdpi.com/2077-1312/11/2/407

Internet

https://www.mdpi.com/2077-1312/11/2/407

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