A Novel Hybrid Deep Neural Network Prediction Model for Shield Tunneling Machine Thrust. - Cheng Chen; Ben Wu 003; Pengjiao Jia; Zhansheng Wang (IEEE Access, 2022)

Missing Data Analysis and Soil Compressive Modulus Estimation via Bayesian Evolutionary Trees. - Wenchao Zhang; Peixin Shi; Xiaoqi Zhou; Pengjiao Jia (ICIC (4), 2023)

A novel hybrid model for missing deformation data imputation in shield tunneling monitoring data. - Cheng Chen; Peixin Shi; Xiaoqi Zhou; Ben Wu 003; Pengjiao Jia (Adv. Eng. Informatics, 2023)

A Semi-Supervised Learning Approach for Pixel-Level Pavement Anomaly Detection. - Ruiqi Ren; Peixin Shi; Pengjiao Jia; Xiangyang Xu (IEEE Trans. Intell. Transp. Syst., 2023)

Domain knowledge-guided Bayesian evolutionary trees for estimating the compression modulus of soils containing missing values. - Wenchao Zhang; Peixin Shi; Huajing Zhao; Zhansheng Wang; Pengjiao Jia (Eng. Appl. Artif. Intell., 2024)

A novel gradient boosting approach for imbalanced regression. - Wenchao Zhang; Peixin Shi; Pengjiao Jia; Xiaoqi Zhou (Neurocomputing, 2024)

An Unsupervised Learning Approach for Pavement Distress Diagnosis via Siamese Networks. - Ruiqi Ren; Peixin Shi; Pengjiao Jia; Jinwoo Kim (IEEE Trans. Intell. Transp. Syst., 2025)