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Forecasting foreign exchange rates using an SVR-based neural network ensemble

Yu, Lean; Wang, Shouyang; Lai, Kin Keung - In: Advances in banking technology and management : impacts …, (pp. 261-277). 2008

Persistent link: https://www.econbiz.de/10003606763

A novel mode-characteristic-based decomposition ensemble model for nuclear energy consumption forecasting

Tang, Ling; Wang, Shuai; He, Kaijian; Wang, Shouyang - In: Intelligent knowledge management in operations research, (pp. 111-132). 2015

Persistent link: https://www.econbiz.de/10011489110

A multi-granularity heterogeneous combination approach to crude oil price forecasting

Wang, Jue; Zhou, Hao; Tao, Hong; Li, Xiang; Wang, Shouyang - In: Energy economics 91 (2020), pp. 1-9

Persistent link: https://www.econbiz.de/10012517886

Text-based crude oil price forecasting : a deep learning approach

Li, Xuerong; Shang, Wei; Wang, Shouyang - In: International journal of forecasting 35 (2019) 4, pp. 1548-1560

Persistent link: https://www.econbiz.de/10012305388

Crude oil price forecasting based on internet concern using an extreme learning machine

Wang, Jue; Athanasopoulos, George; Hyndman, Rob J.; … - In: International journal of forecasting 34 (2018) 4, pp. 665-677

Persistent link: https://www.econbiz.de/10012031079

A new multiscale decomposition ensemble approach for forecasting exchange rates

Sun, Shaolong; Wang, Shouyang; Wei, Yunjie - In: Economic modelling 81 (2019), pp. 49-58

Persistent link: https://www.econbiz.de/10012201456

Interval decomposition ensemble approach for crude oil price forecasting

Sun, Shaolong; Sun, Yuying; Wang, Shouyang; Wei, Yunjie - In: Energy economics 76 (2018), pp. 274-287

Persistent link: https://www.econbiz.de/10011976631

An interval constraint-based trading strategy with social sentiment for the stock market

Li, Mingchen; Yang, Kun; Lin, Wencan; Wei, Yunjie; … - In: Financial innovation : FIN 10 (2024), pp. 1-31

Developing efective strategies to earn excess returns in the stock market is a cuttingedge topic in the feld of economics. At the same time, stock price forecasting that supports trading strategies is considered one of the most challenging tasks. Therefore, this study analyzes and extracts news...

Persistent link: https://www.econbiz.de/10014535397

What can be learned from the historical trend of crude oil prices? : an ensemble approach for crude oil price forecasting

Li, Mingchen; Cheng, Zishu; Lin, Wencan; Wei, Yunjie; … - In: Energy economics 123 (2023), pp. 1-17

Persistent link: https://www.econbiz.de/10014476450

Forecasting tourism demand with a new time-varying forecast averaging approach

Sun, Yuying; Zhang, Jian; Li, Xin; Wang, Shouyang - In: Journal of travel research : a quarterly publication of … 62 (2023) 2, pp. 305-323

Persistent link: https://www.econbiz.de/10014245383