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Modeling flood susceptibility using data-driven approaches of naive Bayes tree, alternating decision tree, and random forest methods 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2020, 卷号: 701, 期号: -, 页码: 11
作者:  Chen, Wei;  Li, Yang;  Xue, Weifeng;  Shahabi, Himan;  Li, Shaojun;  Hong, Haoyuan;  Wang, Xiaojing;  Bian, Huiyuan;  Zhang, Shuai;  Pradhan, Biswajeet;  Bin Ahmad, Baharin
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Flood susceptibility assessment  Naive Bayes tree  Alternating decision tree  Random forest  
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
作者:  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  
Landslide spatial modelling using novel bivariate statistical based Naive Bayes, RBF Classifier, and RBF Network machine learning algorithms 期刊论文
SCIENCE OF THE TOTAL ENVIRONMENT, 2019, 卷号: 663, 期号: -, 页码: 43845
作者:  He, Qingfeng;  Shahabi, Himan;  Shirzadi, Ataollah;  Li, Shaojun;  Chen, Wei;  Wang, Nianqin;  Chai, Huichan;  Bian, Huiyuan;  Ma, Jianquan;  Chen, Yingtao;  Wang, Xiaojing;  Chapi, Kamran;  Bin Ahmad, Baharin
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Landslide susceptibility  Longhai area  Naive Bayes  RBF Classifier  RBF Network  
Flood susceptibility modelling using novel hybrid approach of reduced-error pruning trees with bagging and random subspace ensembles 期刊论文
JOURNAL OF HYDROLOGY, 2019, 卷号: 575, 期号: -, 页码: 864-873
作者:  Chen, Wei;  Hong, Haoyuan;  Li, Shaojun;  Shahabi, Himan;  Wang, Yi;  Wang, Xiaojing;  Bin Ahmad, Baharin
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Flood susceptibility  Machine learning  Ensemble framework  GIS  China  
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: -
作者:  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
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landslide  evolutionary optimization algorithm  prediction accuracy  goodness-of-fit  machine learning  China  
Novel hybrid artificial intelligence approach of bivariate statistical-methods-based kernel logistic regression classifier for landslide susceptibility modeling 期刊论文
BULLETIN OF ENGINEERING GEOLOGY AND THE ENVIRONMENT, 2019, 卷号: 78, 期号: 6, 页码: 4397-4419
作者:  Chen, Wei;  Shahabi, Himan;  Shirzadi, Ataollah;  Hong, Haoyuan;  Akgun, Aykut;  Tian, Yingying;  Liu, Junzhi;  Zhu, A-Xing;  Li, Shaojun
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Landslides  Bivariate models  Kernel logistic regression  GIS  China  
Flood susceptibility mapping in Dingnan County (China) using adaptive neuro-fuzzy inference system with biogeography based optimization and imperialistic competitive algorithm 期刊论文
JOURNAL OF ENVIRONMENTAL MANAGEMENT, 2019, 卷号: 247, 期号: -, 页码: 712-729
作者:  Wang, Yi;  Hong, Haoyuan;  Chen, Wei;  Li, Shaojun;  Panahi, Mahdi;  Khosravi, Khabat;  Shirzadi, Ataollah;  Shahabi, Himan;  Panahi, Somayeh;  Costache, Romulus
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Flood susceptibility mapping  Adaptive neuro-fuzzy inference system  Metaheuristic methods  Biogeography based optimization  Imperialistic competitive algorithm  
Novel Hybrid Integration Approach of Bagging-Based Fisher's Linear Discriminant Function for Groundwater Potential Analysis 期刊论文
NATURAL RESOURCES RESEARCH, 2019, 卷号: 28, 期号: 4, 页码: 1239-1258
作者:  Chen, Wei;  Pradhan, Biswajeet;  Li, Shaojun;  Shahabi, Himan;  Rizeei, Hossein Mojaddadi;  Hou, Enke;  Wang, Shengquan
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Groundwater  Machine learning  Fisher's linear discriminant function (FLDA)  Rotation forest (RTF)  GIS  
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
作者:  Chen, Wei;  Xie, Xiaoshen;  Peng, Jianbing;  Shahabi, Himan;  Hong, Haoyuan;  Dieu Tien Bui;  Duan, Zhao;  Li, Shaojun;  Zhu, A-Xing
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Landslide  Statistical Index  Certainty Factor  Index of Entropy  Random Forest  
Novel Hybrid Evolutionary Algorithms for Spatial Prediction of Floods 期刊论文
SCIENTIFIC REPORTS, 2018, 卷号: 8, 页码: -
作者:  Dieu Tien Bui;  Panahi, Mandi;  Shahabi, Himan;  Singh, Vijay P.;  Shirzadi, Ataollah;  Chapi, Kamran;  Khosravi, Khabat;  Chen, Wei;  Panahi, Somayeh;  Li, Shaojun;  Bin Ahmed, Baharin
收藏  |  浏览/下载:49/0  |  提交时间:2020/04/08