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Estimation of Soil Salinization by Machine Learning Algorithms in Different Arid Regions of Northwest China 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2022, 卷号: 14, 期号: 2
作者:  Jiang, Xiaofang;  Duan, Hanchen;  Liao, Jie;  Guo, Pinglin;  Huang, Cuihua;  Xue, Xian
收藏  |  浏览/下载：9/0  |  提交时间：2022/03/17
hyperspectral data  fractional differential transformation  sine cosine algorithm-Elman  deep extreme learning machine  
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：13/0  |  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：11/0  |  提交时间：2021/07/30
Piping erosion  agriculture land use  machine learning  deep boosting  Zarandieh watershed  
Fast and denoise feature extraction based ADMF-CNN with GBML framework for MRI brain image 期刊论文
发表期刊: INTERNATIONAL JOURNAL OF SPEECH TECHNOLOGY. 出版年: 2021, 卷号: 24, 期号: 2, 页码: 529-544
作者:  Sreelakshmi, D.;  Inthiyaz, Syed
收藏  |  浏览/下载：9/0  |  提交时间：2021/08/05
Machine learning  Convolutional neural networks  MRI brain image  Gradient boosting adaptive filter  
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：22/0  |  提交时间：2021/11/29
Deep learning  Boosting  Transfer learning  Hydroclimate  Reference crop evapotranspiration  Model explainability  
Improving the Spatial Prediction of Soil Organic Carbon Content in Two Contrasting Climatic Regions by Stacking Machine Learning Models and Rescanning Covariate Space 期刊论文
发表期刊: REMOTE SENSING. 出版年: 2020, 卷号: 12, 期号: 7
作者:  Taghizadeh-Mehrjardi, Ruhollah;  Schmidt, Karsten;  Amirian-Chakan, Alireza;  Rentschler, Tobias;  Zeraatpisheh, Mojtaba;  Sarmadian, Fereydoon;  Valavi, Roozbeh;  Davatgar, Naser;  Behrens, Thorsten;  Scholten, Thomas
收藏  |  浏览/下载：7/0  |  提交时间：2021/01/07
digital soil mapping  machine learning models  stacking of models  spatial block cross-validation  deep learning  
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：1/0  |  提交时间：2019/11/29
Alzheimer's disease  extreme gradient boosting  deep residual learning  convolutional neural networks  machine learning  dementia  
Development and basic evaluation of a prognostic aerosol scheme (v1) in the CNRM Climate Model CNRM-CM6 期刊论文
发表期刊: GEOSCIENTIFIC MODEL DEVELOPMENT. 出版年: 2015, 卷号: 8, 期号: 3, 页码: 501-531
作者:  Michou, M.;  Nabat, P.;  Saint-Martin, D.
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/29
Implementation of strategies and programmes aimed at boosting local economic development at Sobonakhona Makhanya Traditional Area 学位论文
出版年: 2012
作者:  Dladla;Alfred Makhosathini
收藏  |  浏览/下载：1/0  |  提交时间：2019/11/29
Economic development  Local government--South Africa--Durban  Rural development--South Africa--Durban  Strategic planning