Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naïve Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms

Viet‐Ha Nhu, Ataollah Shirzadi, Himan Shahabi, +12

International Journal of Environmental Research and Public Health

Flood risk assessment using hybrid artificial intelligence models integrated with multi-criteria decision analysis in Quang Nam Province, Vietnam

Binh Thai Pham, Chinh Luu, Tran Van Phong, +5

Journal of Hydrology

Hydrological DisasterQuang Nam ProvinceEngineeringWater ResourcesFlooded Area +10

Verification of novel integrations of swarm intelligence algorithms into deep learning neural network for flood susceptibility mapping

Quang‐Thanh Bui, Quoc‐Huy Nguyen, Xuan Linh Nguyen, +3

Journal of Hydrology

Artificial IntelligenceFlash FloodEngineeringMachine LearningData Science +9

Soft Computing Ensemble Models Based on Logistic Regression for Groundwater Potential Mapping

Phong Tung Nguyen, Duong Hai Ha, Mohammadtaghi Avand, +10

Applied Sciences

HydrogeologyEngineeringData ScienceWater ResourcesGroundwater Potential Mapping +12

Improvement of Best First Decision Trees Using Bagging and Dagging Ensembles for Flood Probability Mapping

Peyman Yariyan, Saeid Janizadeh, Tran Van Phong, +6

Water Resources Management

Flash FloodDagging EnsemblesEngineeringWater ResourcesData Science +9

Flood risk assessment using deep learning integrated with multi-criteria decision analysis

Binh Thai Pham, Chinh Luu, Dong Van Dao, +5

Knowledge-Based Systems

EngineeringData ScienceCivil EngineeringFlood ForecastingMulti-criteria Decision Analysis +6

Groundwater Potential Mapping Combining Artificial Neural Network and Real AdaBoost Ensemble Technique: The DakNong Province Case-study, Vietnam

Phong Tung Nguyen, Duong Hai Ha, Abolfazl Jaafari, +6

International Journal of Environmental Research and Public Health

A Comparative Study of Kernel Logistic Regression, Radial Basis Function Classifier, Multinomial Naïve Bayes, and Logistic Model Tree for Flash Flood Susceptibility Mapping

Binh Thai Pham, Tran Van Phong, Huu Duy Nguyen, +9

Water

EngineeringHydrologic EngineeringFlood ControlHydrologic HazardDisaster Detection +18

A Novel Hybrid Soft Computing Model Using Random Forest and Particle Swarm Optimization for Estimation of Undrained Shear Strength of Soil

Binh Thai Pham, Chongchong Qi, Lanh Si Ho, +7

Sustainability

Undrained Shear StrengthEngineeringHybrid ModelEarth ScienceStructural Engineering +14

Improved flood susceptibility mapping using a best first decision tree integrated with ensemble learning techniques

Binh Thai Pham, Abolfazl Jaafari, Tran Van Phong, +6

Geoscience Frontiers

Flash FloodHydrological DisasterEngineeringData ScienceData Mining +13