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
Scientific Research
Research Field
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Paper Publications
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- 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
- 刘沐灿.Chonghui Guo.徐良辰.An interpretable automated feature engineering framework for improving logistic regression[J],APPLIED SOFT COMPUTING,2025,153
- 刘彩虹.Chonghui Guo.Mining Commuting Patterns of Urban Residents From Taxi Trajectory[J],TRANSACTIONS IN GIS,2025,29(6)
- 徐良辰.Chonghui Guo.Imbalanced survival prediction for gastric cancer patients based on improved XGBoost with cost sensitive and focal loss[J],2024
- 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
- 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
Patents
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Published Books
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Research Projects
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- 数智驱动的辽宁城市医疗集团手术资源配置协同管理研究,省、市、自治区项目,2025-10-10,在研
- 基于电子病历时态数据的共病模式分析、临床预测建模与治疗模式挖掘,国家自然科学基金项目,2025-08-27,在研
- 非单调偏好下面向多准则分类的数据驱动偏好学习方法研究,省、市、自治区科技项目,2024-07-11,在研
- 考虑个性化语义的多准则群决策共识分类模型与方法研究,国家自然科学基金项目,2023-08-24,在研
- 智慧医疗场景下基于电子病历挖掘的ICU临床预测模型研究,省、市、自治区科技项目,2023-02-24,在研
- 电子病历挖掘中的聚类模型与算法研究,国家自然科学基金项目,2017-08-17,2022-04-18,结题