A Dynamic Ensemble Learning Algorithm based on K-means for ICU mortality prediction. - Chonghui Guo; Mucan Liu; Menglin Lu (Appl. Soft Comput., 2021)

A Graph Learning Model of Network Resources for Early Stage Startup Success Prediction. - Mucan Liu; Manting Hu; Junming Liu (ICIS, 2023)

An explainable knowledge distillation method with XGBoost for ICU mortality prediction. - Mucan Liu; Chonghui Guo; Sijia Guo (Comput. Biol. Medicine, 2023)

An interpretable automated feature engineering framework for improving logistic regression. - Mucan Liu; Chonghui Guo; Liangchen Xu (Appl. Soft Comput., 2024)

A weighted distance-based dynamic ensemble regression framework for gastric cancer survival time prediction. - Liangchen Xu; Chonghui Guo; Mucan Liu (Artif. Intell. Medicine, 2024)