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Evaluation efficiency of hybrid deep learning algorithms with neural network decision tree and boosting methods for predicting groundwater potential 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Pal, Subodh Chandra;  Saha, Asish;  Chowdhuri, Indrajit;  Adeli, Behzad;  Janizadeh, Saeid;  Dineva, Adrienn A.;  Wang, Xiaojing;  Mosavi, Amirhosein
收藏  |  浏览/下载：45/0  |  提交时间：2021/07/30
Groundwater potential mapping  groundwater management  hybrid deep learning  deep boosting  ROC-AUC  artificial intelligence  
Deep learning and boosting framework for piping erosion susceptibility modeling: spatial evaluation of agricultural areas in the semi-arid region 期刊论文
发表期刊: GEOCARTO INTERNATIONAL. 出版年: 2021
作者:  Chen, Yunzhi;  Chen, Wei;  Janizadeh, Saeid;  Bhunia, Gouri Sankar;  Bera, Amit;  Quoc Bao Pham;  Nguyen Thi Thuy Linh;  Balogun, Abdul-Lateef;  Wang, Xiaojing
收藏  |  浏览/下载：37/0  |  提交时间：2021/07/30
Piping erosion  agriculture land use  machine learning  deep boosting  Zarandieh watershed  
Interpretable vs. noninterpretable machine learning models for data-driven hydro-climatological process modeling (R) 期刊论文
发表期刊: EXPERT SYSTEMS WITH APPLICATIONS. 出版年: 2021, 卷号: 170
作者:  Chakraborty, Debaditya;  Basagaoglu, Hakan;  Winterle, James
收藏  |  浏览/下载：50/0  |  提交时间：2021/11/29
Deep learning  Boosting  Transfer learning  Hydroclimate  Reference crop evapotranspiration  Model explainability  
Classification of Alzheimer's Disease with and without Imagery Using Gradient Boosted Machines and ResNet-50 期刊论文
发表期刊: BRAIN SCIENCES. 出版年: 2019, 卷号: 9, 期号: 9
作者:  Fulton, Lawrence, V;  Dolezel, Diane;  Harrop, Jordan;  Yan, Yan;  Fulton, Christopher P.
收藏  |  浏览/下载：32/0  |  提交时间：2019/11/29
Alzheimer's disease  extreme gradient boosting  deep residual learning  convolutional neural networks  machine learning  dementia