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Attention-enhanced and integrated deep learning approach for fishing vessel classification based on multiple features.

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第一作者： Xin,Cheng

第一单位： College of Marine Sciences, Shanghai Ocean University, Shanghai, 201306, China.

作者： Xin,Cheng ^[1] ; Jintao,Wang ^[2] ; Xinjun,Chen ^[2] ; Fan,Zhang ^[3]

作者单位： College of Marine Sciences, Shanghai Ocean University, Shanghai, 201306, China. ^[1] College of Marine Sciences, Shanghai Ocean University, Shanghai, 201306, China.;Key Laboratory of Oceanic Fisheries Exploration, Ministry of Agriculture and Rural Affairs, Shanghai, 201306, China.;National Engineering Research Centre for Oceanic Fisheries, Shanghai, 201306, China.;Key Laboratory of Sustainable Exploitation of Oceanic Fisheries Resources, Ministry of Education, Shanghai Ocean University, Shanghai, 201306, China.;Scientific Observing and Experimental Station of Oceanic Fishery Resources, Ministry of Agriculture and Rural Affairs, Shanghai, 201306, China. ^[2] College of Marine Sciences, Shanghai Ocean University, Shanghai, 201306, China. f-zhang@shou.edu.cn. ^[3]

关键词 Automatic identification system (AIS)Data mining Deep learning Fishing vessel classification Integrated learning

医学主题词中国(China);自然资源保护(Conservation of Natural Resources);渔业(Fisheries);船舶(Ships);软件确认(Software Validation)

DOI 10.1038/s41598-025-88158-2

PMID 40082493

发布时间 2025-07-28

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