A novel high-dimensional trajectories construction network based on multi-clustering algorithm

A novel high-dimensional trajectories construction network based on multi-clustering algorithm

Abstract A multiple clustering algorithm based on high-dimensional automatic identification system (AIS) data is proposed to extract the important waypoints in the ship’s navigation trajectory based on selected AIS attribute features and construct a route network using the waypoints. The algorithm i...

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Bibliographic Details
Main Authors: Feiyang Ren, Yi Han, Shaohan Wang, He Jiang
Format: Article
Language:English
Published: SpringerOpen 2022-03-01
Series:EURASIP Journal on Wireless Communications and Networking
Subjects:
Marine trajectories
High-dimensional data analysis
Multi-clustering algorithm
Machine learning
Data mining
Online Access:https://doi.org/10.1186/s13638-022-02108-4

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