Yaning Wang

Chongqing University of Science and Technology

China

  • Chongqing University of Science and Technology

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Scholarly Papers (1)

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A Study on Crude Oil Price Forecasting Model Integrating Ceemdan-Vmd Multiscale Decomposition with Cnn-Bilstm

Number of pages: 37 Posted: 17 May 2025
Shijie Zhu, Mei Xu, Jie Wu, Yaning Wang, Donglin Li, Zhuangzhuang Huang, Yang Wang and Mei Xu
Chongqing University of Science and Technology, Chongqing University of Science and Technology, Chongqing University of Science and Technology, Chongqing University of Science and Technology, PLA Army Service Academy, Chongqing University of Science and Technology, Chongqing University of Science and Technology and Chongqing University of Science and Technology
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Abstract:

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WTI crude oil price, Pearson correlation analysis, CEEMDAN-VMD dual decomposition algorithm, CNN-LSTM algorithm, Ensemble learning