|A spatially explicit deep learning neural network model for the prediction of landslide susceptibility|
D Van Dao, A Jaafari, M Bayat, D Mafi-Gholami, C Qi, H Moayedi, ...
Catena 188, 104451, 2020
|Prediction success of machine learning methods for flash flood susceptibility mapping in the Tafresh watershed, Iran|
S Janizadeh, M Avand, A Jaafari, TV Phong, M Bayat, E Ahmadisharaf, ...
Sustainability 11 (19), 5426, 2019
|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 (2469), 2020
|GIS Based Hybrid Computational Approaches for Flash Flood Susceptibility Assessment|
BT Pham, M Avand, S Janizadeh, TV Phong, N Al-Ansari, LS Ho, S Das, ...
Water 12 (3), 683, 2020
|A novel hybrid approach of landslide susceptibility modelling using rotation forest ensemble and different base classifiers|
BT Pham, I Prakash, J Dou, SK Singh, PT Trinh, HT Tran, TM Le, ...
Geocarto International 35 (12), 1267-1292, 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, 3037-3053, 2020
|Performance Evaluation of Machine Learning Methods for Forest Fire Modeling and Prediction|
BT Pham, A Jaafari, M Avand, N Al-Ansari, T Dinh Du, HPH Yen, ...
Symmetry 12, 1022, 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
|Coupling RBF neural network with ensemble learning techniques for landslide susceptibility mapping|
BT Pham, T Nguyen-Thoi, C Qi, T Van Phong, J Dou, LS Ho, H Van Le, ...
Catena 195, 104805, 2020
|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 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
|Ensemble modeling of landslide susceptibility using random subspace learner and different decision tree classifiers|
BT Pham, TV Phong, T Nguyen-Thoi, K Parial, S K. Singh, HB Ly, ...
Geocarto International 37 (3), 735-757, 2022
|Landslide susceptibility modeling using different artificial intelligence methods: a case study at Muong Lay district, Vietnam|
TV Phong, PT Trinh, I Prakash, SK Shigh, A Shirzadi, K Chapi, HB Ly, ...
Geocarto International, 2019
|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
|Can deep learning algorithms outperform benchmark machine learning algorithms in flood susceptibility modeling?|
BT Pham, C Luu, T Van Phong, PT Trinh, A Shirzadi, S Renoud, S Asadi, ...
Journal of hydrology 592, 125615, 2021
|Development of a Novel Hybrid Intelligence Approach for Landslide Spatial Prediction|
PT Nguyen, TT Tuyen, A Shirzadi, BT Pham, H Shahabi, E Omidvar, ...
Applied Sciences 9 (14), 24, 2019
|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
|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
|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, 2022
|GIS based frequency ratio method for landslide susceptibility mapping at Da Lat City, Lam Dong province, Vietnam|
DQ Thanh, DH Nguyen, I Prakash, A Jaafari, VT Nguyen, T Van Phong, ...
Vietnam J Earth Sci 42 (1), 55-66, 2020