Jie Dou

Machine learning methods for landslide susceptibility studies: A comparative overview of algorithm performance

Abdelaziz Merghadi, Ali P. Yunus, Jie Dou et al. · Earth-Science Reviews · 2020 · 1K citations

Rock Slide, Landslide Susceptibility Studies, Disaster Detection +12

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

Khabat Khosravi, Himan Shahabi, Binh Thai Pham et al. · Journal of Hydrology · 2019 · 682 citations

Hydrological Disaster, Engineering, Machine Learning Methods +12

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 · 574 citations

Hydrometeorology, Rock Slide, Engineering +12

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 · 499 citations

Rock Slide, Support Vector Machine, Engineering +12

A Comparative Study of PSO-ANN, GA-ANN, ICA-ANN, and ABC-ANN in Estimating the Heating Load of Buildings’ Energy Efficiency for Smart City Planning

Lê Thị Lệ, Hoang Nguyen, Jie Dou et al. · Applied Sciences · 2019 · 316 citations · Full text

Search Optimization, Engineering, Energy Efficiency +14