A hybrid deep learning framework for maritime navigation risk assessment under small sample conditions: integrating data augmentation and swarm intelligence

Expert Systems with Applications 2026

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Authors: Longxia Qian, Hanlin Li, Mei Hong, Hongrui Wang, Chongwei Zheng, Dongyu Li

DOI: 10.1016/j.eswa.2026.132066

Cited by: 2

References: 55

Fields of Study & Subjects

Maritime Navigation and Safety Oil Spill Detection and Mitigation Maritime Transport Emissions and Efficiency

References 55