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 | 306 | 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 | 262 | 2019 |
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 | 208 | 2020 |
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 | 195 | 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 | 188 | 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 | 174 | 2021 |
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 | 158 | 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 | 152 | 2020 |
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 | 142 | 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 | 136 | 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 | 125 | 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 | 118 | 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 | 109 | 2021 |
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 | 103 | 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 | 101 | 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 | 97 | 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 | 83 | 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 | 75 | 2019 |
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 | 61 | 2020 |
Naïve Bayes ensemble models for groundwater potential mapping BT Pham, A Jaafari, T Van Phong, D Mafi-Gholami, M Amiri, N Van Tao, ... Ecological Informatics 64, 101389, 2021 | 58 | 2021 |