crossrefJournal of Marine Science and Engineering2025-07-24Cited by 1
Machine Learning-Based Binary Classification Models for Low Ice-Class Vessels Navigation Risk Assessment
Yuanyuan Zhang, Guangyu Li, Jianfeng Zhu, Xiao Cheng
The presence of sea ice threatens low ice-class vessels’ navigation safety in the Arctic, and traditional Navigation Risk Assessment Models based on sea ice parameters have been widely used to guide safe passages for ships operating in ice regions. However, these models mainly re…