Hamza Imran

Prediction of Ecofriendly Concrete Compressive Strength Using Gradient Boosting Regression Tree Combined with GridSearchCV Hyperparameter-Optimization Techniques

Zaineb M. Alhakeem, Yasir Mohammed Jebur, Sadiq N. Henedy et al. · Materials · 2022 · 153 citations · Full text

Random Forest Algorithm for the Strength Prediction of Geopolymer Stabilized Clayey Soil

Husein Ali Zeini, Duaa Al-Jeznawi, Hamza Imran et al. · Sustainability · 2023 · 78 citations · Full text

Engineering, Land Use, Forestry +16

Application of Multivariate Adaptive Regression Splines (MARS) approach in prediction of compressive strength of eco-friendly concrete

Ali H. Naser, Ali H. Badr, Sadiq N. Henedy et al. · Case Studies in Construction Materials · 2022 · 71 citations · Full text

Engineering, Machine Learning, Eco-friendly Concrete +22

Latest concrete materials dataset and ensemble prediction model for concrete compressive strength containing RCA and GGBFS materials

Hamza Imran, Majed Ibrahim, Suhad Al-Shoukry et al. · Construction and Building Materials · 2022 · 53 citations

Engineering, Cement-based Construction Material, Mechanical Engineering +9

Development of Prediction Model to Predict the Compressive Strength of Eco-Friendly Concrete Using Multivariate Polynomial Regression Combined with Stepwise Method

Hamza Imran, Nadia Moneem Al-Abdaly, Mohammed Hammodi Shamsa et al. · Materials · 2022 · 50 citations · Full text