Ali Aldrees

Evaluation of water quality indexes with novel machine learning and SHapley Additive ExPlanation (SHAP) approaches

Ali Aldrees, Majid Khan, Abubakr Taha Bakheit Taha et al. · Journal of Water Process Engineering · 2024 · 131 citations

Source Water Protection, Environmental Monitoring, Engineering +11

Prediction of water quality indexes with ensemble learners: Bagging and boosting

Ali Aldrees, Hamad Hassan Awan, Muhammad Faisal Javed et al. · Process Safety and Environmental Protection · 2022 · 86 citations

Data Classification, Environmental Monitoring, Machine Learning +14

Environmental assessment based surface water quality prediction using hyper-parameter optimized machine learning models based on consistent big data

Muhammad Izhar Shah, Muhammad Faisal Javed, Abdulaziz Alqahtani et al. · Process Safety and Environmental Protection · 2021 · 80 citations

Pollution Detection, Environmental Monitoring, Engineering +13

Predictive Modeling Approach for Surface Water Quality: Development and Comparison of Machine Learning Models

Muhammad Izhar Shah, Wesam Salah Alaloul, Abdulaziz Alqahtani et al. · Sustainability · 2021 · 72 citations · Full text

Artificial Intelligence, Environmental Monitoring, Engineering +14

Comparative Assessment of Individual and Ensemble Machine Learning Models for Efficient Analysis of River Water Quality

Abdulaziz Alqahtani, Muhammad Izhar Shah, Ali Aldrees et al. · Sustainability · 2022 · 69 citations · Full text

River Water Quality, Hydrological Prediction, Engineering +20