GIS-based modeling of rainfall-induced landslides using data mining-based functional trees classifier with AdaBoost, Bagging, and MultiBoost ensemble frameworks

Dieu Tien Bui, Tien-Chung Ho, Biswajeet Pradhan, +3

Environmental Earth Sciences

EngineeringGis-based ModelingMultiple Classifier SystemDecision TreeForestry +8

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

Effectiveness assessment of Keras based deep learning with different robust optimization algorithms for shallow landslide susceptibility mapping at tropical area

Viet‐Ha Nhu, Nhat‐Duc Hoang, Hieu Nguyen, +5

CATENA

Rock SlideDisaster DetectionEngineeringMachine LearningRock Slope +8

Prediction of soil compression coefficient for urban housing project using novel integration machine learning approach of swarm intelligence and Multi-layer Perceptron Neural Network

Dieu Tien Bui, Viet‐Ha Nhu, Nhat‐Duc Hoang

Advanced Engineering Informatics

Artificial IntelligenceEngineeringMachine LearningCivil EngineeringConstruction Management +3

Landslide Susceptibility Mapping Using Machine Learning Algorithms and Remote Sensing Data in a Tropical Environment

Viet‐Ha Nhu, Ayub Mohammadi, Himan Shahabi, +7

International Journal of Environmental Research and Public Health

Rock SlideEngineeringForest BiometricsRock SlopeGeomorphology +17

Shallow Landslide Susceptibility Mapping by Random Forest Base Classifier and Its Ensembles in a Semi-Arid Region of Iran

Viet‐Ha Nhu, Ataollah Shirzadi, Himan Shahabi, +10

Forests

Semi-arid RegionEngineeringRock SlopeGeomorphologyForestry +19

Prediction of landslide susceptibility in Rudraprayag, India using novel ensemble of conditional probability and boosted regression tree-based on cross-validation method

Sunil Saha, Alireza Arabameri, Anik Saha, +4

The Science of The Total Environment

Rock SlideEngineeringLandslide SusceptibilityRock SlopeGeomorphology +9

A tree-based intelligence ensemble approach for spatial prediction of potential groundwater

Mohammadtaghi Avand, Saeid Janizadeh, Dieu Tien Bui, +3

International Journal of Digital Earth

HydrogeologyEngineeringWater ResourcesCivil EngineeringGeography +13

GIS-Based Gully Erosion Susceptibility Mapping: A Comparison of Computational Ensemble Data Mining Models

Viet‐Ha Nhu, Saeid Janizadeh, Mohammadtaghi Avand, +11

Applied Sciences

EngineeringGeomorphologyLand UseQuantitative GeomorphologyEarth Science +16

Landslide Detection and Susceptibility Modeling on Cameron Highlands (Malaysia): A Comparison between Random Forest, Logistic Regression and Logistic Model Tree Algorithms

Viet‐Ha Nhu, Ayub Mohammadi, Himan Shahabi, +9

Forests

Rock SlideEngineeringForest BiometricsRock SlopeGeomorphology +15