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Optimal selection of heterogeneous ensemble strategies of time series forecasting with multi-objective programming 期刊论文
Expert Systems with Applications, 2020, 期号: 166, 页码: 114091
Authors:  Jianping Li;  Jun Hao;  Qianqian Feng;  Xiaolei Sun;  Mingxi Liu
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Multi-objective optimization  Ensemble forecasting  Machine learning  Evolutionary algorithm  Baltic Dry Index  
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
Authors:  Hao, Jun;  Sun, Xiaolei;  Feng, Qianqian
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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  
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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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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网络舆论质量三维评价体系研究 学位论文
管理科学与工程, 中国科学院大学: 中国科学院大学, 2018
Authors:  廉莹
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公共政策引发的网络舆情多维度预测研究 学位论文
管理科学与工程, 中国科学院大学: 中国科学院大学, 2018
Authors:  董雪璠
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基于集成模型的时序预测方法研究 学位论文
管理科学与工程, 怀柔校区: 中国科学院大学, 2018
Authors:  赵阳
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