Chuanqi Li

Performance evaluation of hybrid WOA-XGBoost, GWO-XGBoost and BO-XGBoost models to predict blast-induced ground vibration

Yingui Qiu, Jian Zhou, Manoj Khandelwal et al. · Engineering With Computers · 2021 · 479 citations

Engineering, Civil Engineering, Mining Engineering +15

Optimization of support vector machine through the use of metaheuristic algorithms in forecasting TBM advance rate

Jian Zhou, Yingui Qiu, Shuangli Zhu et al. · Engineering Applications of Artificial Intelligence · 2020 · 319 citations

Computing, Decision Sciences, Forecasting +10

Predicting TBM penetration rate in hard rock condition: A comparative study among six XGB-based metaheuristic techniques

Jian Zhou, Yingui Qiu, Danial Jahed Armaghani et al. · Geoscience Frontiers · 2020 · 273 citations · Full text

Engineering, Civil Engineering, Computational Engineering +17

Random Forests and Cubist Algorithms for Predicting Shear Strengths of Rockfill Materials

Jian Zhou, Enming Li, Haixia Wei et al. · Applied Sciences · 2019 · 236 citations · Full text

Engineering, Civil Engineering, Materials Engineering +16

Performance evaluation of hybrid FFA-ANFIS and GA-ANFIS models to predict particle size distribution of a muck-pile after blasting

Jian Zhou, Chuanqi Li, Chelang A. Arslan et al. · Engineering With Computers · 2019 · 141 citations

Engineering, Civil Engineering, Blasting +12