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The potential evaluation of groundwater by integrating rank sum ratio (RSR) and machine learning algorithms in the Qaidam Basin 期刊论文
发表期刊: ENVIRONMENTAL SCIENCE AND POLLUTION RESEARCH. 出版年: 2023, 卷号: 30, 期号: 23, 页码: 63991-64005
作者:  Wang, Zitao;  Wang, Jianping;  Yu, Dongmei;  Chen, Kai
收藏  |  浏览/下载:16/0  |  提交时间:2024/09/29
Groundwater potential  Qaidam Basin  Rank sum ratio (RSR)  Projection pursuit regression (PPR)  Random forest (RF)  Overfitting  
Sparsity through evolutionary pruning prevents neuronal networks from overfitting 期刊论文
发表期刊: NEURAL NETWORKS. 出版年: 2020, 卷号: 128, 页码: 305-312
作者:  Gerum, Richard C.;  Erpenbeck, Andre;  Krauss, Patrick;  Schilling, Achim
收藏  |  浏览/下载:13/0  |  提交时间:2021/01/07
Evolution  Artificial neural networks  Maze task  Evolutionary algorithm  Overfitting  Biological plausibility  
A Mixed Model Approach to Vegetation Condition Prediction Using Artificial Neural Networks (ANN): Case of Kenya's Operational Drought Monitoring 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2019, 卷号: 11, 期号: 9
作者:  Adede, Chrisgone;  Oboko, Robert;  Wagacha, Peter Waiganjo;  Atzberger, Clement
收藏  |  浏览/下载:15/0  |  提交时间:2019/11/29
general additive model  drought risk management  early warning system  model selection  overfitting  cross-validation  
Neural network approach to reference evapotranspiration modeling from limited climatic data in arid regions 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF BIOMETEOROLOGY. 出版年: 2012, 卷号: 56, 期号: 5, 页码: 831-841
作者:  Laaboudi, Abdelkader;  Mouhouche, Brahim;  Draoui, Belkacem
收藏  |  浏览/下载:13/0  |  提交时间:2019/11/29
Limited water resources  Incomplete meteorological parameters  Reference evapotranspiration  Network architecture  Performance criteria  Overfitting