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 · 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

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 · 158 citations · Full text

Environmental Monitoring, Machine Learning, Engineering +20

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 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, Tien Dat Pham et al. · Journal of Hydrology · 2019 · 94 citations

Storm Surge, Flash Flood, Engineering +12