Doudja Souag-Gamane

Improving artificial intelligence models accuracy for monthly streamflow forecasting using grey Wolf optimization (GWO) algorithm

Yazid Tikhamarine, Doudja Souag-Gamane, Ali Najah Ahmed et al. · Journal of Hydrology · 2019 · 247 citations

Artificial Intelligence, Monthly Streamflow, Forecasting Methodology +12

Estimation of monthly reference evapotranspiration using novel hybrid machine learning approaches

Yazid Tikhamarine, Anurag Malik, Anil Kumar et al. · Hydrological Sciences Journal · 2019 · 139 citations

Environmental Monitoring, Monthly Reference Evapotranspiration, Engineering +17

Rainfall-runoff modelling using improved machine learning methods: Harris hawks optimizer vs. particle swarm optimization

Yazid Tikhamarine, Doudja Souag-Gamane, Ali Najah Ahmed et al. · Journal of Hydrology · 2020 · 137 citations

Surface Runoff, Engineering, Water Resources +6

Support vector regression optimized by meta-heuristic algorithms for daily streamflow prediction

Anurag Malik, Yazid Tikhamarine, Doudja Souag-Gamane et al. · Stochastic Environmental Research and Risk Assessment · 2020 · 136 citations

Meta-heuristic Algorithms, Forecasting Methodology, Engineering +13

Artificial intelligence models versus empirical equations for modeling monthly reference evapotranspiration

Yazid Tikhamarine, Anurag Malik, Doudja Souag-Gamane et al. · Environmental Science and Pollution Research · 2020 · 114 citations

Hydrometeorology, Meteorology, Environmental Monitoring +13