|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