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GIS-Based Gully Erosion Susceptibility Mapping: A Comparison of Computational Ensemble Data Mining Models 期刊论文
发表期刊: APPLIED SCIENCES-BASEL. 出版年: 2020, 卷号: 10, 期号: 6
作者:  Viet-Ha Nhu;  Janizadeh, Saeid;  Avand, Mohammadtaghi;  Chen, Wei;  Farzin, Mohsen;  Omidvar, Ebrahim;  Shirzadi, Ataollah;  Shahabi, Himan;  Clague, John J.;  Jaafari, Abolfazl;  Mansoorypoor, Fatemeh;  Binh Thai Pham;  Bin Ahmad, Baharin;  Lee, Saro
收藏  |  浏览/下载：18/0  |  提交时间：2020/07/01
gully erosion  watershed management  machine learning  hybrid models  GIS  Iran  
Mapping of Groundwater Spring Potential in Karst Aquifer System Using Novel Ensemble Bivariate and Multivariate Models 期刊论文
发表期刊: WATER. 出版年: 2020, 卷号: 12, 期号: 4
作者:  Viet-Ha Nhu;  Rahmati, Omid;  Falah, Fatemeh;  Shojaei, Saeed;  Al-Ansari, Nadhir;  Shahabi, Himan;  Shirzadi, Ataollah;  Gorski, Krzysztof;  Hoang Nguyen;  Bin Ahmad, Baharin
收藏  |  浏览/下载：20/0  |  提交时间：2021/01/07
ensemble model  karst springs  certainty factor  logistic regression  GIS  
Shallow Landslide Susceptibility Mapping: A Comparison between Logistic Model Tree, Logistic Regression, Naive Bayes Tree, Artificial Neural Network, and Support Vector Machine Algorithms 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH. 出版年: 2020, 卷号: 17, 期号: 8
作者:  Viet-Ha Nhu;  Shirzadi, Ataollah;  Shahabi, Himan;  Singh, Sushant K.;  Al-Ansari, Nadhir;  Clague, John J.;  Jaafari, Abolfazl;  Chen, Wei;  Miraki, Shaghayegh;  Dou, Jie;  Luu, Chinh;  Gorski, Krzysztof;  Binh Thai Pham;  Huu Duy Nguyen;  Bin Ahmad, Baharin
收藏  |  浏览/下载：23/0  |  提交时间：2020/07/01
Shallow landslide  artificial intelligence  prediction accuracy  logistic model tree  goodness-of-fit  Iran  
Shallow Landslide Susceptibility Mapping by Random Forest Base Classifier and Its Ensembles in a Semi-Arid Region of Iran 期刊论文
发表期刊: FORESTS. 出版年: 2020, 卷号: 11, 期号: 4
作者:  Viet-Ha Nhu;  Shirzadi, Ataollah;  Shahabi, Himan;  Chen, Wei;  Clague, John J.;  Geertsema, Marten;  Jaafari, Abolfazl;  Avand, Mohammadtaghi;  Miraki, Shaghayegh;  Asl, Davood Talebpour;  Binh Thai Pham;  Bin Ahmad, Baharin;  Lee, Saro
收藏  |  浏览/下载：17/0  |  提交时间：2020/07/01
shallow landslide  machine learning  goodness-of-fit  over-fitting  GIS  Iran