An Ensemble Classification Method Based on a Stacking Strategy for Ship Type Classification with AIS Data

Ship type (e.g., Cargo, Tanker and Fishing) classification is crucial for marine management, environmental protection, and maritime safety, as it enhances navigation safety and aids regulatory agencies in combating illegal activities. Traditional ship type classification methods with AIS data are of...

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Bibliographic Details
Main Authors: Lei Deng, Shichen Yang, Limin Jia, Danyang Geng
Format: Article
Language:English
Published: MDPI AG 2025-04-01
Series:Journal of Marine Science and Engineering
Subjects:
Online Access:https://www.mdpi.com/2077-1312/13/5/886
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