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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
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Cryptocurrency  Trend forecasting  LightGBM  Forecasting performance  
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
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Bitcoin price prediction  Stacked denoising autoencoders  Feature learning  Deep extraction  
A novel text-based framework for forecasting agricultural futures using massive online news headlines 期刊论文
International Journal of Forecasting, 2020, 期号: 4, 页码: 1-16
Authors:  Li, Jianping;  Li, Guowen;  Liu, Mingxi;  Zhu, Xiaoqian;  Wei, Lu
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Agricultural futures  Price forecasting  Text analysis  Financial risk  Influential factors  
Nonlinear dependence and information spillover between electricity and fuel source markets: New evidence from a multi-scale analysis 期刊论文
Physica A: Statistical Mechanics and its Applications, 2020, 卷号: 537, 期号: 537, 页码: 122298
Authors:  Tongshui Xia;  Qiang Ji;  Jiang-bo Geng
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Market reforms and determinants of import natural gas prices in China 期刊论文
Energy, 2020, 期号: 196, 页码: 117105
Authors:  Tiantian Wang;  Dayong Zhang;  Qiang Ji;  Xunpeng Shi
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How does economic policy uncertainty react to oil price shocks? A multi-scale perspective 期刊论文
Applied Economics Letters, 2020, 卷号: 27, 期号: 3, 页码: 188-193
Authors:  Chen, Xiuwen;  Sun, Xiaolei;  Li, Jianping
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A Novel Ensemble Approach for the Forecasting of Energy Demand Based on the Artificial Bee Colony Algorithm 期刊论文
ENERGIES, 2020, 卷号: 13, 页码: 550
Authors:  Hao, Jun;  Sun, Xiaolei;  Feng, Qianqian
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Multi-scale interactions between economic policy uncertainty and oil prices in time-frequency domains 期刊论文
NORTH AMERICAN JOURNAL OF ECONOMICS AND FINANCE, 2020, 卷号: 51, 期号: 1, 页码: 100854
Authors:  Sun, Xiaolei;  Chen, Xiuwen;  Wang, Jun;  Li, Jianping
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