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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  
A Hybrid GIS Multi-Criteria Decision-Making Method for Flood Susceptibility Mapping at Shangyou, China 期刊论文
REMOTE SENSING, 2019, 卷号: 11, 期号: 1, 页码: -
Authors:  Wang, Yi;  Hong, Haoyuan;  Chen, Wei;  Li, Shaojun;  Pamucar, Dragan;  Gigovic, Ljubomir;  Drobnjak, Sinisa;  Dieu Tien Bui;  Duan, Hexiang
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flood susceptibility  GIS modeling  multi-criteria decision-making  interval rough numbers  expert knowledge  
Novel Entropy and Rotation Forest-Based Credal Decision Tree Classifier for Landslide Susceptibility Modeling 期刊论文
ENTROPY, 2019, 卷号: 21, 期号: 2, 页码: -
Authors:  He, Qingfeng;  Xu, Zhihao;  Li, Shaojun;  Li, Renwei;  Zhang, Shuai;  Wang, Nianqin;  Binh Thai Pham;  Chen, Wei
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rotation forest  credal decision tree  ensemble model  machine learning  landslide  
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
Authors:  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  
Fracturing with Carbon Dioxide: From Microscopic Mechanism to Reservoir Application 期刊论文
JOULE, 2019, 卷号: 3, 期号: 8, 页码: 1913-1926
Authors:  Song, Xuehang;  Guo, Yintong;  Zhang, Jin;  Sun, Nannan;  Shen, Guofei;  Chang, Xin;  Yu, Weisheng;  Tang, Zhiyong;  Chen, Wei;  Wei, Wei;  Wang, Lei;  Zhou, Jun;  Li, Xiao;  Li, Xiaofeng;  Zhou, Jinhui;  Xue, Zhenqian
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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
Authors:  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: -
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
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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
Authors:  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
Authors:  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
Authors:  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