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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, 2021, 卷号: 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  
Forecasting China's sovereign CDS with a decomposition reconstruction strategy 期刊论文
APPLIED SOFT COMPUTING, 2021, 卷号: 105, 期号: 7, 页码: 107291
Authors:  Li, Jianping;  Hao, Jun;  Sun, Xiaolei;  Feng, Qianqian
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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 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