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Applying population-based evolutionary algorithms and a neuro-fuzzy system for modeling landslide susceptibility 期刊论文
CATENA, 2019, 卷号: 172, 期号: -, 页码: 212-231
Authors:  Chen, Wei;  Panahi, Mandi;  Tsangaratos, Paraskevas;  Shahabi, Himan;  Ilia, Ioanna;  Panahi, Somayeh;  Li, Shaojun;  Jaafari, Abolfazl;  Bin Ahmad, Baharin
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Landslide susceptibility  SWARA  ANFIS  SFLA  PSO  
Spatial Prediction of Landslide Susceptibility Using GIS-Based Data Mining Techniques of ANFIS with Whale Optimization Algorithm (WOA) and Grey Wolf Optimizer (GWO) 期刊论文
APPLIED SCIENCES-BASEL, 2019, 卷号: 9, 期号: 18, 页码: -
Authors:  Chen, Wei;  Hong, Haoyuan;  Panahi, Mandi;  Shahabi, Himan;  Wang, Yi;  Shirzadi, Ataollah;  Pirasteh, Saied;  Alesheikh, Ali Asghar;  Khosravi, Khabat;  Panahi, Somayeh;  Rezaie, Fatemeh;  Li, Shaojun;  Jaafari, Abolfazl;  Dieu Tien Bui;  Bin Ahmad, Baharin
View  |  Adobe PDF(29262Kb)  |  Favorite  |  View/Download:71/28  |  Submit date:2020/04/08
landslide  evolutionary optimization algorithm  prediction accuracy  goodness-of-fit  machine learning  China  
GIS-based landslide susceptibility evaluation using a novel hybrid integration approach of bivariate statistical based random forest method 期刊论文
CATENA, 2018, 卷号: 164, 期号: -, 页码: 135-149
Authors:  Chen, Wei;  Xie, Xiaoshen;  Peng, Jianbing;  Shahabi, Himan;  Hong, Haoyuan;  Dieu Tien Bui;  Duan, Zhao;  Li, Shaojun;  Zhu, A-Xing
View  |  Adobe PDF(2470Kb)  |  Favorite  |  View/Download:250/57  |  Submit date:2018/06/05
Landslide  Statistical Index  Certainty Factor  Index of Entropy  Random Forest