Ali El Bilali

Groundwater quality forecasting using machine learning algorithms for irrigation purposes

Ali El Bilali, Abdeslam Taleb, Youssef Brouziyne · Agricultural Water Management · 2020 · 329 citations

Natural Resources, Hydrology, Water Resources Management +13

An interpretable machine learning approach based on DNN, SVR, Extra Tree, and XGBoost models for predicting daily pan evaporation

Ali El Bilali, Taleb Abdeslam, Ayoub Nafii et al. · Journal of Environmental Management · 2022 · 191 citations

Computing, Computer Science, Hydrology +13

Prediction of irrigation water quality parameters using machine learning models in a semi-arid environment

Ali El Bilali, Abdeslam Taleb · Journal of the Saudi Society of Agricultural Sciences · 2020 · 156 citations · Full text

Engineering, Agricultural Engineering, Water Resources Management +15

An integrated approach based on Gaussian noises-based data augmentation method and AdaBoost model to predict faecal coliforms in rivers with small dataset

Ali El Bilali, Abdeslam Taleb, M. Abdellah Bahlaoui et al. · Journal of Hydrology · 2021 · 96 citations

Computing, Computer Science, Data Science +5

Interpreting machine learning models based on SHAP values in predicting suspended sediment concentration

Houda Lamane, Latifa Mouhir, Rachid Moussadek et al. · International Journal of Sediment Research · 2024 · 63 citations · Full text

Computing, Oceanography, Machine Learning +9