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

Flood susceptibility assessment in Hengfeng area coupling adaptive neuro-fuzzy inference system with genetic algorithm and differential evolution

Haoyuan Hong, Mahdi Panahi, Ataollah Shirzadi, +6

The Science of The Total Environment

Fuzzy LogicEngineeringFuzzy ModelingWater ResourcesNeuro-fuzzy System +10

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

Landslide susceptibility modeling using Reduced Error Pruning Trees and different ensemble techniques: Hybrid machine learning approaches

Binh Thai Pham, Indra Prakash, Sushant K. Singh, +4

CATENA

EngineeringMachine LearningData ScienceLandslide SusceptibilityUncertainty Quantification +11

Different sampling strategies for predicting landslide susceptibilities are deemed less consequential with deep learning

Jie Dou, Ali P. Yunus, Abdelaziz Merghadi, +7

The Science of The Total Environment

Rock SlideEngineeringMachine LearningData ScienceRock Slope +10

Shallow landslide susceptibility assessment using a novel hybrid intelligence approach

Ataollah Shirzadi, Dieu Tien Bui, Binh Thai Pham, +5

Environmental Earth Sciences

Geotechnical EngineeringRock SlideEngineeringRock SlopeData Science +7

Flood susceptibility assessment using integration of adaptive network-based fuzzy inference system (ANFIS) and biogeography-based optimization (BBO) and BAT algorithms (BA)

Mohammad Ahmadlou, Mohammad Karimi, Somayeh Alizadeh, +4

Geocarto International

Environmental MonitoringEngineeringFlood Susceptibility AssessmentFlood ControlHydrologic Hazard +17

Flood susceptibility mapping in Dingnan County (China) using adaptive neuro-fuzzy inference system with biogeography based optimization and imperialistic competitive algorithm

Yi Wang, Haoyuan Hong, Wei Chen, +7

Journal of Environmental Management

Imperialistic Competitive AlgorithmFuzzy LogicEngineeringHydrological DisasterWater Resources +10