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 · 153 citations

Computing, Earth Sciences, Geological Engineering +17

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 · 72 citations

Engineering, Civil Engineering, Materials Engineering +13

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 · 71 citations

Engineering, Civil Engineering, Data Science +8

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 · 58 citations

Computing, Earth Sciences, Geoinformatics +14

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 · 56 citations

Computing, Civil Engineering, Computer Science +17