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A novel approach to forecast water table rise in arid regions using stacked ensemble machine learning and deep artificial intelligence models 期刊论文
发表期刊: JOURNAL OF HYDROLOGY. 出版年: 2024, 卷号: 640
作者:  Elzain, Hussam Eldin;  Abdalla, Osman;  Al-Maktoumi, Ali;  Kacimov, Anvar;  Eltayeb, Mohamed
收藏  |  浏览/下载：14/0  |  提交时间：2024/10/04
Water-table rise  Shallow learning  Deep learning  Stacking model  Modeling at two levels of strategy  
Spatial modelling of soil salinity: deep or shallow learning models? 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2021
作者:  Mohammadifar, Aliakbar;  Gholami, Hamid;  Golzari, Shahram;  Collins, Adrian L.
收藏  |  浏览/下载：48/0  |  提交时间：2021/07/30
Deep learning models  Shallow machine learning models  Soil salinity spatial maps  Deep convolutional neural networks  
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：19/0  |  提交时间：2020/07/01
shallow landslide  machine learning  goodness-of-fit  over-fitting  GIS  Iran  
New Ensemble Models for Shallow Landslide Susceptibility Modeling in a Semi-Arid Watershed 期刊论文
发表期刊: FORESTS. 出版年: 2019, 卷号: 10, 期号: 9
作者:  Dieu Tien Bui;  Shirzadi, Ataollah;  Shahabi, Himan;  Geertsema, Marten;  Omidvar, Ebrahim;  Clague, John J.;  Binh Thai Pham;  Dou, Jie;  Asl, Dawood Talebpour;  Bin Ahmad, Baharin;  Lee, Saro
收藏  |  浏览/下载：19/0  |  提交时间：2019/11/29
shallow landslide  machine learning  goodness-of-fit  factor selection  GIS  Iran