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个人信息Personal Information
教授
博士生导师
硕士生导师
主要任职：Director of Institute of Systems Engineering
其他任职：大连市数据科学与知识管理重点实验室主任
性别：男
毕业院校：大连理工大学
学位：博士
所在单位：001173
学科：管理科学与工程. 系统工程
办公地点：经济管理学院D337室
联系方式：
电子邮箱：
扫描关注
- [1]何宏伟.郭崇慧.刘沐灿.'Dynamic Ensemble, then Knowledge Distillation': A SHAP-Driven Two-Stage Framework for Sepsis Mortality Prediction[J],IEEE Journal of Biomedical and Health Informatics,2025
- [2]刘沐灿.郭崇慧.徐良辰.An interpretable automated feature engineering framework for improving logistic regression[J],APPLIED SOFT COMPUTING,2025,153
- [3]刘彩虹.郭崇慧.Mining Commuting Patterns of Urban Residents From Taxi Trajectory[J],TRANSACTIONS IN GIS,2025,29(6)
- [4]徐良辰.郭崇慧.Imbalanced survival prediction for gastric cancer patients based on improved XGBoost with cost sensitive and focal loss[J],2024
- [5]郭崇慧.朱虓,吴卓青.基于知识图谱的中药材新闻推荐方法研究[J],工程管理科技前沿,2024,43(2):38-47
- [6]Xu, Liangchen.郭崇慧.刘沐灿.A weighted distance-based dynamic ensemble regression framework for gastric cancer survival time prediction[J],ARTIFICIAL INTELLIGENCE IN MEDICINE,2024,147
- [7]刘沐灿.郭崇慧.徐良辰.An interpretable automated feature engineering framework for improving logistic regression[J],Applied Soft Computing,2024,153
- [8]吴卓青.郭崇慧,陈静锋,丁素英.郑云超.非酒精性脂肪肝风险人群分层健康管理框架及多维代谢指标数据挖掘方法[J],系统管理学报,2024
- [9]刘沐灿.郭崇慧.郭思佳.An explainable knowledge distillation method with XGBoost for ICU mortality prediction.[J],Computers in biology and medicine,2024,152:106466
- [10]Liang, Ye.郭崇慧.Heart failure disease prediction and stratification with temporal electronic health records data using patient representation[J],BIOCYBERNETICS AND BIOMEDICAL ENGINEERING,43(1):124-141