Phuong Thao Thi Ngo

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 · 381 citations

Flash Flood, Engineering, Data Science +10

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 · 301 citations

Flash Flood, Engineering, Data Science +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 · 269 citations

Flash Flood, Fuzzy Logic, Engineering +14

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 · 151 citations

Rock Slide, Disaster Detection, Engineering +10

A Novel Hybrid Swarm Optimized Multilayer Neural Network for Spatial Prediction of Flash Floods in Tropical Areas Using Sentinel-1 SAR Imagery and Geospatial Data

Phuong Thao Thi Ngo, Nhat‐Duc Hoang, Biswajeet Pradhan et al. · Sensors · 2018 · 141 citations · Full text

Hydrological Prediction, Engineering, Geographical Information System +22