Farzaneh Sajedi Hosseini

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 · 778 citations

Computing, Hydrology, Flood Hydrology +16

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 · 349 citations · Full text

Natural Sciences, Environmental Sciences, Hydrology +16

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 · 346 citations

Natural Resources, Hydrology, Hydrologic Modeling +15

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 · 299 citations

Natural Resources, Computer Science, Hydrology +16

Ensemble Boosting and Bagging Based Machine Learning Models for Groundwater Potential Prediction

Amirhosein Mosavi, Farzaneh Sajedi Hosseini, Bahram Choubin et al. · Water Resources Management · 2020 · 266 citations

Computing, Earth Sciences, Hydrology +16