Hieu Nguyen

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

Predicting ultimate bond strength of corroded reinforcement and surrounding concrete using a metaheuristic optimized least squares support vector regression model

Nhat‐Duc Hoang, Xuan-Linh Tran, Hieu Nguyen · Neural Computing and Applications · 2019 · 70 citations

Geotechnical Engineering, Corroded Reinforcement, Engineering +14

A novel whale optimization algorithm optimized XGBoost regression for estimating bearing capacity of concrete piles

Hieu Nguyen, Minh-Tu Cao, Xuan-Linh Tran et al. · Neural Computing and Applications · 2022 · 68 citations

Novel Whale Optimization, Concrete Piles, Engineering +4

Spatial prediction of shallow landslide using Bat algorithm optimized machine learning approach: A case study in Lang Son Province, Vietnam

Dieu Tien Bui, Nhat‐Duc Hoang, Hieu Nguyen et al. · Advanced Engineering Informatics · 2019 · 57 citations

Geotechnical Engineering, Rock Slide, Engineering +12

Computer vision-based classification of concrete spall severity using metaheuristic-optimized Extreme Gradient Boosting Machine and Deep Convolutional Neural Network

Hieu Nguyen, Nhat‐Duc Hoang · Automation in Construction · 2022 · 53 citations

Image Classification, Convolutional Neural Network, Image Analysis +12