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 · 169 citations · Full text

Architecture, Civil Engineering, Materials Engineering +17

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

Husein Ali Zeini, Duaa Al-Jeznawi, Hamza Imran et al. · Sustainability · 2023 · 91 citations · Full text

Engineering, Civil Engineering, Earth Sciences +13

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 · 74 citations · Full text

Computing, Civil Engineering, Materials Engineering +14

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 · 60 citations

Engineering, Civil Engineering, Materials Engineering +17

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 · 54 citations · Full text

Architecture, Materials Engineering, Materials Science +17