Xin Yin

Prediction model of rock mass class using classification and regression tree integrated AdaBoost algorithm based on TBM driving data

Quansheng Liu, Xinyu Wang, Xing Huang et al. · Tunnelling and Underground Space Technology · 2020 · 208 citations

Prediction Model, Engineering, Data Science +3

Strength of Stacking Technique of Ensemble Learning in Rockburst Prediction with Imbalanced Data: Comparison of Eight Single and Ensemble Models

Xin Yin, Quansheng Liu, Yucong Pan et al. · Natural Resources Research · 2021 · 144 citations

Engineering, Machine Learning, Ensemble Methods +16

The bearing capacity and failure mechanism of a vertically loaded strip footing placed on the top of slopes

Haizuo Zhou, Gang Zheng, Xin Yin et al. · Computers and Geotechnics · 2017 · 129 citations

Geotechnical Engineering, Loaded Strip Footing, Earthquake Engineering +13

Real-time prediction of rockburst intensity using an integrated CNN-Adam-BO algorithm based on microseismic data and its engineering application

Xin Yin, Quansheng Liu, Xing Huang et al. · Tunnelling and Underground Space Technology · 2021 · 95 citations

Real-time Prediction, Image Analysis, Engineering +13

Perception model of surrounding rock geological conditions based on TBM operational big data and combined unsupervised-supervised learning

Xin Yin, Quansheng Liu, Xing Huang et al. · Tunnelling and Underground Space Technology · 2021 · 91 citations

Image Analysis, Machine Learning, Data Science +10