Pham Viet Hoa

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

Soil Salinity Mapping Using SAR Sentinel-1 Data and Advanced Machine Learning Algorithms: A Case Study at Ben Tre Province of the Mekong River Delta (Vietnam)

Pham Viet Hoa, Vu Giang Nguyen, Nguyễn An Bình et al. · Remote Sensing · 2019 · 163 citations · Full text

Agriculture, Earth Sciences, Soil Sciences +17

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

A new intelligence approach based on GIS-based Multivariate Adaptive Regression Splines and metaheuristic optimization for predicting flash flood susceptible areas at high-frequency tropical typhoon area

Dieu Tien Bui, Nhat‐Duc Hoang, Phuong Thao Thi Ngo et al. · Journal of Hydrology · 2019 · 100 citations

Natural Resources, Hydrology, Meteorology +14