A Hybrid-Clustering Model of Ship Trajectories for Maritime Traffic Patterns Analysis in Port Area

A Hybrid-Clustering Model of Ship Trajectories for Maritime Traffic Patterns Analysis in Port Area

A hybrid-clustering model is presented for the probabilistic characterization of ship traffic and anomaly detection. A hybrid clustering model was proposed to increase the efficiency of trajectory clustering in the port area and analyze the maritime traffic patterns in port. The model identified dis...

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Bibliographic Details
Main Authors: Lei Liu, Yong Zhang, Yue Hu, Yongming Wang, Jingyi Sun, Xiaoxiao Dong
Format: Article
Language:English
Published: MDPI AG 2022-03-01
Series:Journal of Marine Science and Engineering
Subjects:
maritime traffic
AIS data
traffic characterization
hybrid-clustering model
port area
K-Mean
Online Access:https://www.mdpi.com/2077-1312/10/3/342

Internet

https://www.mdpi.com/2077-1312/10/3/342

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