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Nguyễn Quốc Huy
Nguyễn Quốc Huy
Ph. D in Geoinformatics - VNU University of Science
Adresă de e-mail confirmată pe vnu.edu.vn
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Verification of novel integrations of swarm intelligence algorithms into deep learning neural network for flood susceptibility mapping
QT Bui, QH Nguyen, XL Nguyen, VD Pham, HD Nguyen, VM Pham
Journal of Hydrology 581, 124379, 2020
1642020
Convolutional Neural Network—Optimized Moth Flame Algorithm for Shallow Landslide Susceptible Analysis
VD Pham, QH Nguyen, HD Nguyen, VM Pham, QT Bui
IEEE Access 8, 32727-32736, 2020
522020
Whale Optimization Algorithm and Adaptive Neuro-Fuzzy Inference System: a hybrid method for feature selection and land pattern classification
QT Bui, MV Pham, QH Nguyen, LX Nguyen, HM Pham
International journal of remote sensing 40 (13), 5078-5093, 2019
462019
Understanding spatial variations of malaria in Vietnam using remotely sensed data integrated into GIS and machine learning classifiers
QT Bui, QH Nguyen, VM Pham, MH Pham, AT Tran
Geocarto International 34 (12), 1300-1314, 2019
392019
An optimal search for neural network parameters using the Salp swarm optimization algorithm: a landslide application
HD Nguyen, VD Pham, QH Nguyen, VM Pham, MH Pham, VM Vu, QT Bui
Remote Sensing Letters 11 (4), 353-362, 2020
372020
Mapping Forest Fire Risk and Development of Early Warning System for NW Vietnam Using AHP and MCA/GIS Methods
T Van Hoang, TY Chou, YM Fang, NT Nguyen, QH Nguyen, P Xuan Canh, ...
Applied Sciences 10 (12), 4348, 2020
362020
Predicting Future Urban Flood Risk Using Land Change and Hydraulic Modeling in a River Watershed in the Central Province of Vietnam
HD Nguyen, D Fox, DK Dang, LT Pham, QV Viet Du, THT Nguyen, ...
Remote Sensing 13 (2), 262, 2021
352021
Gradient Boosting Machine and Object-Based CNN for Land Cover Classification
QT Bui, TY Chou, TV Hoang, YM Fang, CY Mu, PH Huang, VD Pham, ...
Remote Sensing 13 (14), 2709, 2021
292021
A novel combination of Deep Neural Network and Manta Ray Foraging Optimization for flood susceptibility mapping in Quang Ngai province, Vietnam
HD Nguyen, QH Nguyen, QVV Du, THT Nguyen, TG Nguyen, QT Bui
Geocarto International 37 (25), 7531-7555, 2022
262022
Hybrid model to optimize object-based land cover classification by meta-heuristic algorithm: an example for supporting urban management in Ha Noi, Viet Nam
QT Bui, M Pham Van, NTT Hang, QH Nguyen, NX Linh, PM Hai, TA Tuan, ...
International Journal of Digital Earth 12 (10), 1118-1132, 2019
262019
Salinity intrusion prediction using remote sensing and machine learning in data-limited regions: A case study in Vietnam's Mekong Delta
TG Nguyen, NA Tran, PL Vu, QH Nguyen, HD Nguyen, QT Bui
Geoderma Regional 27, e00424, 2021
182021
Evaluating the effects of climate and land use change on the future flood susceptibility in the central region of Vietnam by integrating land change modeler, machine learning …
HD Nguyen, DK Dang, QH Nguyen, QT Bui, AI Petrisor
Geocarto International, 1-36, 2022
172022
A novel hybrid approach to flood susceptibility assessment based on machine learning and land use change. Case study: a river watershed in Vietnam
HD Nguyen, B Quang-Thanh, QH Nguyen, TG Nguyen, LT Pham, ...
Hydrological Sciences Journal 67 (7), 1065-1083, 2022
152022
Swarm‐based optimizer for convolutional neural network: An application for flood susceptibility mapping
TY Chou, TV Hoang, YM Fang, QH Nguyen, TA Lai, VM Pham, VM Vu, ...
Transactions in GIS, 2021
152021
A Novel Method for Multispectral Image Classification by Using Social Spider Optimization Algorithm Integrated to Fuzzy C-Mean Clustering
QT Bui, QH Nguyen, VM Pham, VD Pham, MH Tran, TTH Tran, ...
Canadian Journal of Remote Sensing 45 (1), 42-53, 2019
122019
Henry’s gas solubility optimization algorithm in formulating deep neural network for landslide susceptibility assessment in mountainous areas
QH Nguyen, TY Chou, ML Yeh, TV Hoang, HD Nguyen, QT Bui
Environmental Earth Sciences 80 (11), 414, 2021
112021
Deep learning to assess the effects of land use/land cover and climate change on landslide susceptibility in the Tra Khuc river basin of Vietnam
QV Viet Du, HD Nguyen, VT Pham, CH Nguyen, QH Nguyen, QT Bui, ...
Geocarto International, 2172218, 2023
82023
Fine-tuning LightGBM using an artificial ecosystem-based optimizer for forest fire analysis
QH Nguyen, HD Nguyen, DT Le, QT Bui
Forest Science 69 (1), 73-82, 2023
62023
A robust early warning system for preventing flash floods in mountainous area in Vietnam
TV Hoang, TY Chou, NT Nguyen, YM Fang, ML Yeh, QH Nguyen, ...
ISPRS International Journal of Geo-Information 8 (5), 228, 2019
62019
Cropland abandonment and flood risks: Spatial analysis of a case in North Central Vietnam
HD Nguyen, VD Pham, PL Vu, THT Nguyen, QH Nguyen, TG Nguyen, ...
Anthropocene 38, 100341, 2022
52022
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