A hybrid VMD–BiGRU model for rubber futures time series forecasting
作者： Qing Zhu , Fan Zhang , Shan Liu , Yiqiong Wu , Lin Wang
DOI: 10.1016/J.ASOC.2019.105739
关键词:
摘要: … engineering when constructing financial time series prediction model. Furthermore, it can makes designation of the financial time series forecasting model is closer to economic reality. …
sci-hub.se 参考文章(48)
Werner Kristjanpoller, Marcel C. Minutolo, Gold price volatility Expert Systems With Applications. ,vol. 42, pp. 7245- 7251 ,(2015) , 10.1016/J.ESWA.2015.04.058
Lean Yu, Wei Dai, Ling Tang, A novel decomposition ensemble model with extended extreme learning machine for crude oil price forecasting Engineering Applications of Artificial Intelligence. ,vol. 47, pp. 110- 121 ,(2016) , 10.1016/J.ENGAPPAI.2015.04.016
Jeffrey C. Williams, Chapter 13 Commodity futures and options Handbook of Agricultural Economics. ,vol. 1, pp. 745- 816 ,(2001) , 10.1016/S1574-0072(01)10021-6
Jeffrey Williams, Commodity futures and options Research Papers in Economics. pp. 745- 816 ,(2001)
Shouyang Wang, Lean Yu, Kin Keung Lai, None, A novel hybrid AI system framework for crude oil price forecasting CASDMKM'04 Proceedings of the 2004 Chinese academy of sciences conference on Data Mining and Knowledge Management. pp. 233- 242 ,(2004) , 10.1007/978-3-540-30537-8_26
Lean Yu, Zishu Wang, Ling Tang, A decomposition–ensemble model with data-characteristic-driven reconstruction for crude oil price forecasting Applied Energy. ,vol. 156, pp. 251- 267 ,(2015) , 10.1016/J.APENERGY.2015.07.025
Francis A. Longstaff, The subprime credit crisis and contagion in financial markets Journal of Financial Economics. ,vol. 97, pp. 436- 450 ,(2010) , 10.1016/J.JFINECO.2010.01.002
Lean Yu, Shouyang Wang, Kin Keung Lai, None, Forecasting crude oil price with an EMD-based neural network ensemble learning paradigm Energy Economics. ,vol. 30, pp. 2623- 2635 ,(2008) , 10.1016/J.ENECO.2008.05.003
C Narendra Babu, B Eswara Reddy, None, A moving-average filter based hybrid ARIMA-ANN model for forecasting time series data soft computing. ,vol. 23, pp. 27- 38 ,(2014) , 10.1016/J.ASOC.2014.05.028
Konstantin Dragomiretskiy, Dominique Zosso, Variational Mode Decomposition IEEE Transactions on Signal Processing. ,vol. 62, pp. 531- 544 ,(2014) , 10.1109/TSP.2013.2288675