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| Prediction of flooding in the downstream of the Three Gorges Reservoir based on a back propagation neural network optimized using the AdaBoost algorithm 期刊论文
Natural Hazards, 2021, 卷号: 107, 期号: 2
作者: Xiong B.; Li R.; Ren D.; Liu H.; Xu T.; Huang Y.
  收藏 | 浏览/下载：138/0 | 提交时间：2021/09/01
AdaBoost Back propagation neural network Flood Water level |
| Multi-timescale drought prediction using new hybrid artificial neural network models 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 3
作者: Banadkooki F.B.; Singh V.P.; Ehteram M.
收藏 | 浏览/下载：23/0 | 提交时间：2021/09/01
Drought estimation Groundwater index Salp swarm algorithm Soft computing models |
| Urban flood hazard mapping using machine learning models: GARP, RF, MaxEnt and NB 期刊论文
Natural Hazards, 2021, 卷号: 106, 期号: 1
作者: Norallahi M.; Seyed Kaboli H.
收藏 | 浏览/下载：19/0 | 提交时间：2021/09/01
Flood susceptibility GIS Iran Machine learning Urban flood |
| Multi-objective feature selection (MOFS) algorithms for prediction of liquefaction susceptibility of soil based on in situ test methods 期刊论文
Natural Hazards, 2020, 卷号: 103, 期号: 2
作者: Das S.K.; Mohanty R.; Mohanty M.; Mahamaya M.
收藏 | 浏览/下载：18/0 | 提交时间：2021/09/01
ANN Feature selection In situ tests Liquefaction MARS MOSOS Multi-objective optimization NSGA-II |
| Shear wave velocity profiling by inverse analysis of array microtremors for two cities in Iran: conventional derivative-based versus genetic algorithm inversion methods 期刊论文
Natural Hazards, 2020, 卷号: 102, 期号: 1
作者: Sahraeian S.M.S.; Kavand A.; Ghalandarzadeh A.
收藏 | 浏览/下载：15/0 | 提交时间：2021/09/01
Dispersion curve f–k method Genetic algorithm Inversion Microtremor array measurement Rayleigh surface waves Shear wave velocity |
| Comparison of GA-BP and PSO-BP neural network models with initial BP model for rainfall-induced landslides risk assessment in regional scale: a case study in Sichuan, China 期刊论文
Natural Hazards, 2020, 卷号: 100, 期号: 1
作者: Zhu C.; Zhang J.; Liu Y.; Ma D.; Li M.; Xiang B.
收藏 | 浏览/下载：43/0 | 提交时间：2021/09/01
Artificial neural networks Genetic algorithm GIS Landslide risk analysis Particle swarm optimization |
| Development of three-dimensional failure mechanisms and genetic algorithm for limit analysis of two-layer slopes 期刊论文
Natural Hazards, 2020, 卷号: 103, 期号: 3
作者: Zheng L.; Li L.; Li J.
收藏 | 浏览/下载：19/0 | 提交时间：2021/09/01
3D failure mechanism Genetic algorithm Highly computational efficiency Two-layer slope |
| Multi-objective-based seismic fragility relocation for a Korean nuclear power plant 期刊论文
Natural Hazards, 2020, 卷号: 103, 期号: 3
作者: Kwag S.; Hahm D.
收藏 | 浏览/下载：120/0 | 提交时间：2021/09/01
Multi-objective optimization Nuclear power plants Optimal fragility relocation Seismic fragility Seismic probabilistic risk assessment |
