极端梯度提升与高斯过程回归融合的船舶北极航行海冰长时间序列预报方法
Long term Sea Ice Concentration Forecasting method for Arctic shipping based on eXtreme Gradient Boosting and Gaussian Process Regression论坛
Symposium
智能航运安全与韧性提升
时间
Time
2025-06-14 14:50
地点
Room
墙报互动区1
报告人
Reporter
邓毓阳
DENG Yuyang
工作单位
Company/Institute
武汉理工大学航运学院
School of Navigation, Wuhan University of Technology
关键词
Keywords
海冰浓度；极端梯度提升；高斯过程回归；时间序列预测；北极航运
Sea Ice Concentration;eXtreme Gradient Boosting;Gaussian Process Regression;Time Series Forecasting;Arctic Shipping