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

Khabat Khosravi, Binh Thai Pham, Kamran Chapi, +5

The Science of The Total Environment

Flash FloodHydrological DisasterEngineeringData ScienceDrought +10

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

Khabat Khosravi, Himan Shahabi, Binh Thai Pham, +10

Journal of Hydrology

Hydrological DisasterEngineeringMachine Learning MethodsWater ResourcesFlooded Area +10

A novel hybrid artificial intelligence approach for flood susceptibility assessment

Kamran Chapi, Vijay P. Singh, Ataollah Shirzadi, +4

Environmental Modelling & Software

Artificial IntelligenceFlash FloodHydrological DisasterEngineeringWater Resources +8

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

Wei Chen, Yang Li, Weifeng Xue, +8

The Science of The Total Environment

Flash FloodHydrological DisasterEngineeringNaïve Bayes TreeData Science +11

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, +1

The Science of The Total Environment

EngineeringNaïve Bayes TreeData ScienceData MiningGeomorphology +11

Landslide susceptibility mapping using GIS-based statistical models and Remote sensing data in tropical environment

Himan Shahabi, Mazlan Hashim

Scientific Reports

Landslide susceptibility modelling using GIS-based machine learning techniques for Chongren County, Jiangxi Province, China

Wei Chen, Jianbing Peng, Haoyuan Hong, +6

The Science of The Total Environment

Rock SlideEngineeringLandslide SusceptibilityRock SlopeGeomorphology +9

Novel forecasting approaches using combination of machine learning and statistical models for flood susceptibility mapping

Hossein Shafizadeh‐Moghadam, Roozbeh Valavi, Himan Shahabi, +2

Journal of Environmental Management

Flash FloodHydrological DisasterEngineeringMachine LearningData Science +11

Flood Detection and Susceptibility Mapping Using Sentinel-1 Remote Sensing Data and a Machine Learning Approach: Hybrid Intelligence of Bagging Ensemble Based on K-Nearest Neighbor Classifier

Himan Shahabi, Ataollah Shirzadi, Kayvan Ghaderi, +14

Remote Sensing

Hydrological PredictionEnvironmental MonitoringEngineeringFlood ControlBagging–cubic–knn Ensemble Model +21

RETRACTED: Landslide susceptibility mapping at central Zab basin, Iran: A comparison between analytical hierarchy process, frequency ratio and logistic regression models

Himan Shahabi, Saeed Khezri, Baharin Bin Ahmad, +1

CATENA

Rock SlideEngineeringLogistic Regression ModelsRock SlopeGeomorphology +8