| 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 | 209 | 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 | 183 | 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 (7), 2469, 2020 | 172 | 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 | 144 | 2021 |
| 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 | 139 | 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 | 114 | 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 | 108 | 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 | 100 | 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 | 94 | 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 | 77 | 2021 |
| Degradation of coastlines under the pressure of urbanization and tourism: Evidence on the change of land systems from Europe, Asia and Africa AI Petrişor, W Hamma, HD Nguyen, G Randazzo, A Muzirafuti, MI Stan, ... Land 9 (8), 275, 2020 | 74 | 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 | 69 | 2021 |
| 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 | 56 | 2020 |
| 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 | 50 | 2020 |
| 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 | 46 | 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 | 44 | 2021 |
| 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 | 44 | 2019 |
| 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 | 41 | 2021 |
| 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 | 41 | 2020 |
| GIS-based ensemble computational models for flood susceptibility prediction in the Quang Binh Province, Vietnam C Luu, BT Pham, T Van Phong, R Costache, HD Nguyen, M Amiri, QD Bui, ... Journal of Hydrology 599, 126500, 2021 | 40 | 2021 |
