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Bidirectional LSTM for ionospheric vertical Total Electron Content (TEC) forecasting 会议论文
2017 IEEE Visual Communications and Image Processing, VCIP 2017, St. Petersburg, FL, United states, December 10, 2017 - December 13, 2017
Authors:  Sun, Wenqing;  Xu, Long;  Huang, Xin;  Zhang, Weiqiang;  Yuan, Tianjiao;  Yan, Yihua
Adobe PDF(419Kb)  |  Favorite  |  View/Download:42/0  |  Submit date:2018/09/06
Ionosphere  Total Electron Content  Deep Learning  Bidirectional Long Short-term Memory  Forecast  
FORECASTING OF IONOSPHERIC VERTICAL TOTAL ELECTRON CONTENT (TEC) USING LSTM NETWORKS 会议论文
PROCEEDINGS OF 2017 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS (ICMLC), VOL 2, Ningbo, PEOPLES R CHINA, JUL 09-12, 2017
Authors:  Sun, Wenqing;  Xu, Long;  Huang, Xin;  Zhang, Weiqiang;  Yuan, Tianjiao;  Chen, Zhuo;  Yan, Yihua;  Sun, WQ (reprint author), Chinese Acad Sci, Natl Astron Observ, Key Lab Solar Act, Beijing, Peoples R China.;  Sun, WQ (reprint author), Shenzhen Univ, Coll Math & Stat, Shenzhen, Peoples R China.
Adobe PDF(505Kb)  |  Favorite  |  View/Download:78/0  |  Submit date:2018/04/09
Ionospheric  Tec  Lstm  Forecast  
基于自动特征提取方法的太阳耀斑预报模型 期刊论文
科学通报, 2016, 卷号: 61, 期号: 36, 页码: 3958-3963
Authors:  李蓉;  朱杰;  黄鑫;  崔延美
Adobe PDF(827Kb)  |  Favorite  |  View/Download:42/0  |  Submit date:2017/04/07
太阳耀斑  太阳活动区  磁场特征  机器学习  
Solar flare forecasting using learning vector quantity and unsupervised clustering techniques 期刊论文
SCIENCE CHINA-PHYSICS MECHANICS & ASTRONOMY, 2011, 卷号: 54, 期号: 8, 页码: 1546-1552
Authors:  Li Rong;  Wang HuaNing;  Cui YanMei;  Huang Xin;  Li, R (reprint author), Beijing WuZi Univ, Sch Informat, Beijing 101149, Peoples R China.
Adobe PDF(533Kb)  |  Favorite  |  View/Download:75/0  |  Submit date:2014/12/15
Photospheric Magnetic Field  Sliding-windows  Unsupervised Clustering  Learning Vector Quantity (Lvq)