A new architecture, MSD-LLM, is reported to improve ship detention prediction AUC by over 12% on Singapore ports, but the paper omits critical implementation and evaluation details.
Development of a non-parametric classifier: Effective identification, algorithm, and applications in port state control for maritime transportation,
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MSD-LLM: Predicting Ship Detention in Port State Control Inspections with Large Language Model
A new architecture, MSD-LLM, is reported to improve ship detention prediction AUC by over 12% on Singapore ports, but the paper omits critical implementation and evaluation details.