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A New Hybrid VMD-ICSS-BiGRU Approach for Gold Futures Price Forecasting and Algorithmic Trading 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2021, 卷号: 8, 期号: 6, 页码: 1357-1368
Authors:  Li, Yuze;  Wang, Shouyang;  Wei, Yunjie;  Zhu, Qing
Favorite  |  View/Download:44/0  |  Submit date:2022/04/02
Gold  Forecasting  Autoregressive processes  Predictive models  Signal resolution  Deep learning  Mathematical model  Algorithmic trading  bidirectional gated recurrent unit (BiGRU)  gold futures price forecasting  variational mode decomposition (VMD)  
沪深300股指期现货市场时变信息溢出因果检验-基于时变DCC-GARCH-Hong方法和LRSM断点检验 期刊论文
系统科学与数学, 2020, 卷号: 40, 期号: 11, 页码: 1901-1917
Authors:  朱莉;  陈占寿;  刘向丽;  杨晓光
Favorite  |  View/Download:69/0  |  Submit date:2021/04/26
Stock index futures  information spillover  time-varying DCC-GARCH-Hong causality test  LRSM breakpoint test  股指期货  信息溢出  时变DCC-GARCH-Hong因果检验  LRSM断点检验  
A hybrid VMD-BiGRU model for rubber futures time series forecasting 期刊论文
APPLIED SOFT COMPUTING, 2019, 卷号: 84, 页码: 13
Authors:  Zhu, Qing;  Zhang, Fan;  Liu, Shan;  Wu, Yiqiong;  Wang, Lin
Favorite  |  View/Download:89/0  |  Submit date:2020/01/10
BiGRU  Rubber futures  Time series  VMD  Volatility prediction  
Crude oil price forecasting based on internet concern using an extreme learning machine 期刊论文
INTERNATIONAL JOURNAL OF FORECASTING, 2018, 卷号: 34, 期号: 4, 页码: 665-677
Authors:  Wang, Jue;  Athanasopoulos, George;  Hyndman, Rob J.;  Wang, Shouyang
Favorite  |  View/Download:114/0  |  Submit date:2018/11/16
Crude oil futures price  Internet concern  BEMD  ELM  
Do Trading Volume and Downside Trading Volume Help Forecast the Downside Risk? 期刊论文
EURASIA JOURNAL OF MATHEMATICS SCIENCE AND TECHNOLOGY EDUCATION, 2017, 卷号: 13, 期号: 12, 页码: 8367-8382
Authors:  He, Zhifang;  Huang, Chuangxia;  Gong, Xu;  Yang, Xiaoguang;  Wen, Fenghua
Favorite  |  View/Download:84/0  |  Submit date:2018/07/30
downside realized semi variance  stock spot market  futures market  risk periods  forecasting power  
Futures price modeling under exchange rate volatility and its multi-period semi-variance portfolio selection 期刊论文
INTERNATIONAL JOURNAL OF SYSTEMS SCIENCE, 2009, 卷号: 40, 期号: 11, 页码: 1139-1148
Authors:  Yan, Wei;  Li, Shurong
Favorite  |  View/Download:79/0  |  Submit date:2018/07/30
four-factor model  multi-period semi-variance portfolio  exchange rate  futures  hybrid GA with PSO  economic systems  finance  partial differential equations  genetic algorithms  
A class of portfolio selection with a four-factor futures price model 期刊论文
ANNALS OF OPERATIONS RESEARCH, 2008, 卷号: 164, 期号: 1, 页码: 139-165
Authors:  Yan, Wei;  Li, Shurong
Favorite  |  View/Download:61/0  |  Submit date:2018/07/30
Four-factor model  Multi-period semi-variance portfolio  Exchange rate  Futures  Numerical algorithm