Hoang Nguyen

Improving prediction of water quality indices using novel hybrid machine-learning algorithms

Duie Tien Bui, Khabat Khosravi, John P. Tiefenbacher et al. · The Science of The Total Environment · 2020 · 426 citations

Computing, Environmental Engineering, Water Resources Management +10

Flood Detection and Susceptibility Mapping Using Sentinel-1 Remote Sensing Data and a Machine Learning Approach: Hybrid Intelligence of Bagging Ensemble Based on K-Nearest Neighbor Classifier

Himan Shahabi, Ataollah Shirzadi, Kayvan Ghaderi et al. · Remote Sensing · 2020 · 371 citations · Full text

Computing, Earth Sciences, Geoinformatics +17

A novel artificial intelligence technique to predict compressive strength of recycled aggregate concrete using ICA-XGBoost model

Jin Duan, Panagiotis G. Asteris, Hoang Nguyen et al. · Engineering With Computers · 2020 · 343 citations

Engineering, Civil Engineering, Materials Engineering +15

Application of remote sensing and machine learning algorithms for forest fire mapping in a Mediterranean area

Meriame Mohajane, Romulus Costache, Firoozeh Karimi et al. · Ecological Indicators · 2021 · 332 citations · Full text

Computing, Earth Sciences, Geoinformatics +16

A Comparative Study of PSO-ANN, GA-ANN, ICA-ANN, and ABC-ANN in Estimating the Heating Load of Buildings’ Energy Efficiency for Smart City Planning

Lê Thị Lệ, Hoang Nguyen, Jie Dou et al. · Applied Sciences · 2019 · 323 citations · Full text

Architecture, Architectural Engineering, Computer Science +17