huu duy Nguyen
huu duy Nguyen
University of Science, Vietnam National University, Hanoi
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Soft computing ensemble models based on logistic regression for groundwater potential mapping
PT Nguyen, DH Ha, M Avand, A Jaafari, HD Nguyen, N Al-Ansari, ...
Applied Sciences 10 (7), 2469, 2020
Shallow landslide susceptibility mapping: A comparison between logistic model tree, logistic regression, naïve bayes tree, artificial neural network, and support vector machine …
VH Nhu, A Shirzadi, H Shahabi, SK Singh, N Al-Ansari, JJ Clague, ...
International journal of environmental research and public health 17 (8), 2749, 2020
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
Improvement of best first decision trees using bagging and dagging ensembles for flood probability mapping
P Yariyan, S Janizadeh, T Van Phong, HD Nguyen, R Costache, ...
Water Resources Management 34 (9), 3037-3053, 2020
A comparative study of kernel logistic regression, radial basis function classifier, multinomial naïve bayes, and logistic model tree for flash flood susceptibility mapping
BT Pham, TV Phong, HD Nguyen, C Qi, N Al-Ansari, A Amini, LS Ho, ...
Water 12 (1), 239, 2020
Flood risk assessment using hybrid artificial intelligence models integrated with multi-criteria decision analysis in Quang Nam Province, Vietnam
BT Pham, C Luu, T Van Phong, HD Nguyen, H Van Le, TQ Tran, HT Ta, ...
Journal of Hydrology 592, 125815, 2021
Groundwater potential mapping combining artificial neural network and real AdaBoost ensemble technique: the DakNong province case-study, Vietnam
PT Nguyen, DH Ha, A Jaafari, HD Nguyen, T Van Phong, N Al-Ansari, ...
International journal of environmental research and public health 17 (7), 2473, 2020
A novel hybrid soft computing model using random forest and particle swarm optimization for estimation of undrained shear strength of soil
BT Pham, C Qi, LS Ho, T Nguyen-Thoi, N Al-Ansari, MD Nguyen, ...
Sustainability 12 (6), 2218, 2020
Degradation of coastlines under the pressure of urbanization and tourism: Evidence on the change of land systems from Europe, Asia and Africa
AI Petrišor, W Hamma, HD Nguyen, G Randazzo, A Muzirafuti, MI Stan, ...
Land 9 (8), 275, 2020
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
Flood risk assessment using deep learning integrated with multi-criteria decision analysis
BT Pham, C Luu, D Van Dao, T Van Phong, HD Nguyen, H Van Le, ...
Knowledge-based systems 219, 106899, 2021
Improved flood susceptibility mapping using a best first decision tree integrated with ensemble learning techniques
BT Pham, A Jaafari, T Van Phong, HPH Yen, TT Tuyen, V Van Luong, ...
Geoscience Frontiers 12 (3), 101105, 2021
Rainfall induced landslide susceptibility mapping using novel hybrid soft computing methods based on multi-layer perceptron neural network classifier
M Sahana, BT Pham, M Shukla, R Costache, DX Thu, R Chakrabortty, ...
Geocarto International 37 (10), 2747-2771, 2020
Shallow landslide susceptibility mapping: A comparison between classification and regression tree and reduced error pruning tree algorithms
B Ghasemain, DT Asl, BT Pham, M Avand, HD Nguyen, S Janizadeh
Vietnam Journal of Earth Sciences 42 (3), 208-227, 2020
GIS based novel hybrid computational intelligence models for mapping landslide susceptibility: a case study at da lat city, Vietnam
VT Nguyen, TH Tran, NA Ha, VL Ngo, AA Nadhir, VP Tran, H Duy Nguyen, ...
Sustainability 11 (24), 7118, 2019
Improvement of credal decision trees using ensemble frameworks for groundwater potential modeling
PT Nguyen, DH Ha, HD Nguyen, T Van Phong, PT Trinh, N Al-Ansari, ...
Sustainability 12 (7), 2622, 2020
Mapping forest fire susceptibility using spatially explicit ensemble models based on the locally weighted learning algorithm
TT Tuyen, A Jaafari, HPH Yen, T Nguyen-Thoi, T Van Phong, HD Nguyen, ...
Ecological Informatics 63, 101292, 2021
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
Ensemble machine learning models based on Reduced Error Pruning Tree for prediction of rainfall-induced landslides
BT Pham, A Jaafari, T Nguyen-Thoi, T Van Phong, HD Nguyen, N Satyam, ...
International Journal of Digital Earth 14 (5), 575-596, 2021
Framework of spatial flood risk assessment for a case study in Quang Binh province, Vietnam
C Luu, HX Tran, BT Pham, N Al-Ansari, TQ Tran, NQ Duong, NH Dao, ...
Sustainability 12 (7), 3058, 2020
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