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A new approach for crude oil price analysis based on empirical mode decomposition
Zhang, Xun; Lai, K. K.; Wang, Shouyang - In: Energy economics 30 (2008) 3, pp. 905-918
Persistent link: https://www.econbiz.de/10003744757
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Forecasting crude oil price with an EMD-based neural network ensemble learning paradigm
Yu, Lean; Wang, Shouyang; Lai, Kin Keung - In: Energy economics 30 (2008) 5, pp. 2623-2635
Persistent link: https://www.econbiz.de/10003773838
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Neural network-based mean-variance-skewness model for portfolio selection
Yu, Lean; Wang, Shouyang; Lai, Kin Keung - In: Computers & operations research : and their … 35 (2008) 1, pp. 34-46
Persistent link: https://www.econbiz.de/10003665721
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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
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A new PM2.5 concentration forecasting system based on AdaBoost-ensemble system with deep learning approach
Li, Zhongfei; Gan, Kai; Sun, Shaolong; Wang, Shouyang - In: Journal of forecasting 42 (2023) 1, pp. 154-175
Persistent link: https://www.econbiz.de/10013465774
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A novel interval-based hybrid framework for crude oil price forecasting and trading
Zheng, Li; Sun, Yuying; Wang, Shouyang - In: Energy economics 130 (2024), pp. 1-15
Persistent link: https://www.econbiz.de/10014559223
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Forecasting interval-valued returns of crude oil : a novel kernel-based approach
Yang, Kun; Xu, Xueqing; Wei, Yunjie; Wang, Shouyang - In: Journal of forecasting 43 (2024) 8, pp. 2937-2953
Persistent link: https://www.econbiz.de/10015110584
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Short-term forecasting of air passeneger by using hybrid seasonal decomposition and least squares support vector regression approaches
Xie, Gang; Wang, Shouyang; Lai, Kin Keung - In: Journal of air transport management 37 (2014), pp. 20-26
Persistent link: https://www.econbiz.de/10010372391
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Applications of artificial neural networks to forecasting in finance and economics
Huang, Wei; Lai, Kin Keung; Nakamori, Yoshiteru; Wang, … - In: Future of economic science, (pp. 165-198). 2009
Persistent link: https://www.econbiz.de/10009613574
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A hybrid model for time series forecasting
Xiao, Yi; Xiao, Jin; Wang, Shouyang - In: Human systems management : HSM 31 (2012) 2, pp. 133-143
Persistent link: https://www.econbiz.de/10009619756