Ali P. Yunus

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 · 1.1K citations

Computing, Geological Engineering, Geology +16

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

COVID-19 and surface water quality: Improved lake water quality during the lockdown

Ali P. Yunus, Yoshifumi Masago, Yasuaki Hijioka · The Science of The Total Environment · 2020 · 532 citations · Full text

Natural Resources, Environmental Sciences, Environmental Health +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

The formation and impact of landslide dams – State of the art

Xuanmei Fan, Anja Dufresne, Srikrishnan Siva Subramanian et al. · Earth-Science Reviews · 2020 · 321 citations · Full text

Engineering, Earth Sciences, Geological Engineering +12