Muhammad Zahid

Prediction of rapid chloride penetration resistance of metakaolin based high strength concrete using light GBM and XGBoost models by incorporating SHAP analysis

Anas Abdulalim Alabdullah, Mudassir Iqbal, Muhammad Zahid et al. · Construction and Building Materials · 2022 · 246 citations

Light Gbm, Engineering, Corrosion +10

Injury severity prediction of traffic crashes with ensemble machine learning techniques: a comparative study

Arshad Jamal, Muhammad Zahid, Muhammad Tauhidur Rahman et al. · International Journal of Injury Control and Safety Promotion · 2021 · 159 citations

Engineering, Machine Learning, Safety Science +23

Modeling of machine learning with SHAP approach for electric vehicle charging station choice behavior prediction

Irfan Ullah, Kai Liu, Toshiyuki Yamamoto et al. · Travel Behaviour and Society · 2022 · 129 citations

Shap Approach, Machine Learning, Data Science +10

Electric vehicle energy consumption prediction using stacked generalization: an ensemble learning approach

Irfan Ullah, Kai Liu, Toshiyuki Yamamoto et al. · International Journal of Green Energy · 2021 · 120 citations

Prediction of electric vehicle charging duration time using ensemble machine learning algorithm and Shapley additive explanations

Irfan Ullah, Kai Liu, Toshiyuki Yamamoto et al. · International Journal of Energy Research · 2022 · 111 citations

Engineering, Machine Learning, Machine Learning Tool +21