Author

Yingqi Zhu

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Recent research

  • Engineering & TechnologyOpen access

    Abnormal behaviour detection methods in normal navigation modes of ships

    To address the challenges of characterising normal ship behaviours in complex maritime scenarios, scarce abnormal samples, and limited interpretability, this paper proposes an unsupervised abnormal ship behaviour detection method based on normal navigation modes using AIS data. F...

    Ocean Engineering2026-10-060 citationsDOI