Zhongfan Zhu

Assessment of advanced random forest and decision tree algorithms for modeling rainfall-induced landslide susceptibility in the Izu-Oshima Volcanic Island, Japan

Jie Dou, Ali P. Yunus, Dieu Tien Bui et al. · The Science of The Total Environment · 2019 · 600 citations

Computing, Earth Sciences, Geological Engineering +16

Improved landslide assessment using support vector machine with bagging, boosting, and stacking ensemble machine learning framework in a mountainous watershed, Japan

Jie Dou, Ali P. Yunus, Dieu Tien Bui et al. · Landslides · 2019 · 519 citations

Computing, Earth Sciences, Geological Engineering +17

Optimization of Causative Factors for Landslide Susceptibility Evaluation Using Remote Sensing and GIS Data in Parts of Niigata, Japan

Jie Dou, Dieu Tien Bui, Ali P. Yunus et al. · PLoS ONE · 2015 · 245 citations · Full text

Computing, Earth Sciences, Geoinformatics +17

An integrated artificial neural network model for the landslide susceptibility assessment of Osado Island, Japan

Jie Dou, Hiromitsu Yamagishi, Hamid Reza Pourghasemi et al. · Natural Hazards · 2015 · 233 citations

Engineering, Earth Sciences, Geological Engineering +16

Evaluating GIS-Based Multiple Statistical Models and Data Mining for Earthquake and Rainfall-Induced Landslide Susceptibility Using the LiDAR DEM

Jie Dou, Ali P. Yunus, Dieu Tien Bui et al. · Remote Sensing · 2019 · 165 citations · Full text

Computing, Earth Sciences, Geoinformatics +17