Personal Information
Professor Supervisor of Doctorate Candidates Supervisor of Master's Candidates
Academic Titles:Director of Institute of Systems Engineering
Other Post:大连市数据科学与知识管理重点实验室主任
Paper Publications
- [1] 何宏伟.Chonghui Guo.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.Chonghui Guo.徐良辰.An interpretable automated feature engineering framework for improving logistic regression[J],APPLIED SOFT COMPUTING,2025,153
- [3] 刘彩虹.Chonghui Guo.Mining Commuting Patterns of Urban Residents From Taxi Trajectory[J],TRANSACTIONS IN GIS,2025,29(6)
- [4] 徐良辰.Chonghui Guo.Imbalanced survival prediction for gastric cancer patients based on improved XGBoost with cost sensitive and focal loss[J],2024
- [5] Chonghui Guo.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.Chonghui Guo.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.Chonghui Guo.徐良辰.An interpretable automated feature engineering framework for improving logistic regression[J],Applied Soft Computing,2024,153
- [8] 吴卓青.Chonghui Guo,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.Chonghui Guo.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.Chonghui Guo.Heart failure disease prediction and stratification with temporal electronic health records data using patient representation[J],BIOCYBERNETICS AND BIOMEDICAL ENGINEERING,43(1):124-141