Bahram Choubin

An ensemble prediction of flood susceptibility using multivariate discriminant analysis, classification and regression trees, and support vector machines

Bahram Choubin, Ehsan Moradi, Mohammad Golshan et al. · The Science of The Total Environment · 2018 · 745 citations

Flash Flood, Hydrological Disaster, Engineering +12

Urban flood risk mapping using the GARP and QUEST models: A comparative study of machine learning techniques

Hamid Darabi, Bahram Choubin, Omid Rahmati et al. · Journal of Hydrology · 2018 · 394 citations · Full text

Hydrological Disaster, Engineering, Data Science +11

A novel machine learning-based approach for the risk assessment of nitrate groundwater contamination

Farzaneh Sajedi Hosseini, Arash Malekian, Bahram Choubin et al. · The Science of The Total Environment · 2018 · 337 citations · Full text

Risk Assessment, Hydrogeology, Groundwater Quality +11

Flash-flood hazard assessment using ensembles and Bayesian-based machine learning models: Application of the simulated annealing feature selection method

Farzaneh Sajedi Hosseini, Bahram Choubin, Amir Mosavi et al. · The Science of The Total Environment · 2019 · 337 citations

Flash Flood, Engineering, Data Mining +10

River suspended sediment modelling using the CART model: A comparative study of machine learning techniques

Bahram Choubin, Hamid Darabi, Omid Rahmati et al. · The Science of The Total Environment · 2017 · 290 citations

Engineering, Machine Learning, Water Resources +11