Ali El Bilali

Groundwater quality forecasting using machine learning algorithms for irrigation purposes

Ali El Bilali, Abdeslam Taleb, Youssef Brouziyne · Agricultural Water Management · 2020 · 301 citations

Groundwater Quality, Engineering, Data Science +6

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 · 159 citations

Engineering, Machine Learning, Data Science +12

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 · 143 citations · Full text

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 · 86 citations

Environmental Monitoring, Machine Learning, Data Science +9

A framework based on multivariate distribution-based virtual sample generation and DNN for predicting water quality with small data

Ali El Bilali, Houda Lamane, Abdeslam Taleb et al. · Journal of Cleaner Production · 2022 · 46 citations

Environmental Monitoring, Engineering, Water Resources +7