Yingui Qiu

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

Estimation of the TBM advance rate under hard rock conditions using XGBoost and Bayesian optimization

Jian Zhou, Yingui Qiu, Shuangli Zhu et al. · Underground Space · 2020 · 262 citations · Full text

Engineering, Civil Engineering, Computational Engineering +16

Developing a hybrid model of Jaya algorithm-based extreme gradient boosting machine to estimate blast-induced ground vibrations

Jian Zhou, Yingui Qiu, Manoj Khandelwal et al. · International Journal of Rock Mechanics and Mining Sciences · 2021 · 187 citations · Full text

Engineering, Computational Engineering, Mining Engineering +16