Himan Shahabi

A comparative assessment of decision trees algorithms for flash flood susceptibility modeling at Haraz watershed, northern Iran

Khabat Khosravi, Binh Thai Pham, Kamran Chapi et al. · The Science of The Total Environment · 2018 · 724 citations

Flash Flood, Hydrological Disaster, Engineering +12

A comparative assessment of flood susceptibility modeling using Multi-Criteria Decision-Making Analysis and Machine Learning Methods

Khabat Khosravi, Himan Shahabi, Binh Thai Pham et al. · Journal of Hydrology · 2019 · 682 citations

Hydrological Disaster, Engineering, Machine Learning Methods +12

A novel hybrid artificial intelligence approach for flood susceptibility assessment

Kamran Chapi, Vijay P. Singh, Ataollah Shirzadi et al. · Environmental Modelling & Software · 2017 · 615 citations

Artificial Intelligence, Flash Flood, Hydrological Disaster +10

Modeling flood susceptibility using data-driven approaches of naïve Bayes tree, alternating decision tree, and random forest methods

Wei Chen, Yang Li, Weifeng Xue et al. · The Science of The Total Environment · 2019 · 468 citations

Flash Flood, Hydrological Disaster, Engineering +13

Performance evaluation of the GIS-based data mining techniques of best-first decision tree, random forest, and naïve Bayes tree for landslide susceptibility modeling

Wei Chen, Shuai Zhang, Renwei Li et al. · The Science of The Total Environment · 2018 · 461 citations

Engineering, Naïve Bayes Tree, Data Science +13