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中国科学院科技战略咨询研究院机构知识库
Knowledge Management System of Institutes of Science and Development ,CAS
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系统分析与管理研究所 [1]
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Liu MingXi [2]
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Infectious disease-related uncertainty and the safe-haven characteristic of US treasury securities
期刊论文
International Review of Economics and Finance, 2020, 期号: 71, 页码: 289-298
Authors:
Rangan Gupta
;
Sowmya Subramaniam
;
Elie Bouri
;
Qiang Ji
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Submit date:2021/01/17
Forecasting the price of Bitcoin using deep learning
期刊论文
Finance Research Letters, 2020, 期号: 9, 页码: 101755
Authors:
Liu, Mingxi
;
Li, Guowen
;
Li, Jianping
;
Zhu, Xiaoqian
;
Yao, Yinhong
Adobe PDF(880Kb)
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View/Download:263/1
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Submit date:2021/01/17
Bitcoin price prediction
Stacked denoising autoencoders
Feature learning
Deep extraction
A novel cryptocurrency price trend forecasting model based on LightGBM
期刊论文
FINANCE RESEARCH LETTERS, 2020, 卷号: 32, 期号: 101084, 页码: 1
Authors:
Sun Xiaolei
;
Liu Mingxi
;
Sima Zeqian
Adobe PDF(828Kb)
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Submit date:2021/01/16
Cryptocurrency
Trend forecasting
LightGBM
Forecasting performance