Phuong Thao Thi Ngo

Evaluation of deep learning algorithms for national scale landslide susceptibility mapping of Iran

Phuong Thao Thi Ngo, Mahdi Panahi, Khabat Khosravi et al. · Geoscience Frontiers · 2020 · 398 citations · Full text

Computing, Computer Science, Earth Sciences +17

A novel deep learning neural network approach for predicting flash flood susceptibility: A case study at a high frequency tropical storm area

Dieu Tien Bui, Nhat‐Duc Hoang, Francisco Martínez‐Álvarez et al. · The Science of The Total Environment · 2019 · 394 citations

Natural Resources, Hydrology, Meteorology +15

A novel hybrid approach based on a swarm intelligence optimized extreme learning machine for flash flood susceptibility mapping

Dieu Tien Bui, Phuong Thao Thi Ngo, Tien Dat Pham et al. · CATENA · 2019 · 310 citations

Computing, Computer Science, Artificial Intelligence +8

Flash flood susceptibility modeling using an optimized fuzzy rule based feature selection technique and tree based ensemble methods

Dieu Tien Bui, Paraskevas Tsangaratos, Phuong Thao Thi Ngo et al. · The Science of The Total Environment · 2019 · 277 citations

Natural Resources, Hydrology, Feature Engineering +13

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 et al. · CATENA · 2020 · 153 citations

Computing, Earth Sciences, Geological Engineering +17