一、个人简介:
兰赫,女,1995年11月生,管理学博士,毕业于大连海事大学管理科学与工程专业。讲师,硕士生导师。
二、教学课程、研究领域与研究方向:
u 教学课程:大数据导论;机器学习
u 研究领域:海上交通安全管理;数据挖掘;风险管理
三、学术会议
Application of association rule analysis in total loss accident. Asia Navigation Conference 2021 (oral presentation), Tianjin, 2021.
四、科研成果:
u 期刊论文
Pattern investigation of total loss maritime accidents based on association rule mining [J]. Reliability Engineering & System Safety. 2023; 229: 108893.(SCI)
A methodology to assess the causation relationship of seafarers’ unsafe acts for ship grounding accidents based on Bayesian SEM [J]. Ocean & Coastal Management. 2022; 225: 106189. (SCI)
On the causation of seafarers’ unsafe acts using grounded theory and association rule [J]. Reliability Engineering & System Safety. 2022; 223: 108498. (SCI)
On the causation correlation of maritime accidents based on data mining techniques [J]. Proceedings of the Institution of Mechanical Engineers, Part O: Journal of Risk and Reliability. 2022. (SCI)
五、专利
一种基于选择性集成学习的海上事故类型预测方法. 中国: CN115577873A.2023年。
六、荣誉奖励
u 教学成果
2023年指导学生荣获辽宁省大学生网络营销技能大赛优秀奖一项;
第四届辽宁省大学生农业经济建模大赛三等奖一项。
七、联系方式
联系电话:0411-84762056
电子邮箱:lanhe@dlou.edu.cn