Mourad Lazri

Improvement of rainfall estimation from MSG data using Random Forests classification and regression

Fethi Ouallouche, Mourad Lazri, Soltane Ameur · Atmospheric Research · 2018 · 60 citations

Hydrometeorology, Meteorology, Numerical Weather Prediction +12

Improving satellite rainfall estimation from MSG data in Northern Algeria by using a multi-classifier model based on machine learning

Mourad Lazri, Karim Labadi, Jean Michel Brucker et al. · Journal of Hydrology · 2020 · 59 citations

Climatology, Meteorology, Numerical Weather Prediction +14

Novel SVM-based technique to improve rainfall estimation over the Mediterranean region (north of Algeria) using the multispectral MSG SEVIRI imagery

Mounir Sehad, Mourad Lazri, Soltane Ameur · Advances in Space Research · 2016 · 54 citations

Hydrometeorology, Meteorology, Earth Observation +15

Combination of support vector machine, artificial neural network and random forest for improving the classification of convective and stratiform rain using spectral features of SEVIRI data

Mourad Lazri, Soltane Ameur · Atmospheric Research · 2017 · 48 citations

Hydrometeorology, Meteorology, Climatology +14

Optimization of One versus All-SVM using AdaBoost algorithm for rainfall classification and estimation from multispectral MSG data

Amar Belghit, Mourad Lazri, Fethi Ouallouche et al. · Advances in Space Research · 2022 · 44 citations

Hydrometeorology, Meteorology, Support Vector Machine +9