A Multi-Feature Ensemble Learning Classification Method for Ship Classification with Space-Based AIS Data

A Multi-Feature Ensemble Learning Classification Method for Ship Classification with Space-Based AIS Data

AIS (Automatic Identification System) is an effective navigation aid system aimed to realize ship monitoring and collision avoidance. Space-based AIS data, which are received by satellites, have become a popular and promising approach for providing ship information around the world. To recognize the...

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Bibliographic Details
Main Authors: Yitao Wang, Lei Yang, Xin Song, Quan Chen, Zhenguo Yan
Format: Article
Language:English
Published: MDPI AG 2021-11-01
Series:Applied Sciences
Subjects:
space-based AIS
ship classification
integrated learning
data mining
Online Access:https://www.mdpi.com/2076-3417/11/21/10336

Internet

https://www.mdpi.com/2076-3417/11/21/10336

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