Accurate Stock Price Forecasting Based on Deep Learning and Hierarchical Frequency Decomposition

Accurate Stock Price Forecasting Based on Deep Learning and Hierarchical Frequency Decomposition

The stock market is playing an increasingly important role in the global economy. Accurate stock price forecasting not only aids the government in predicting economic trends but also helps investors anticipate higher expected returns. Nevertheless, hurdles such as nonlinearity, complexity and high v...

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Bibliographic Details
Main Authors: Yi Li, Lei Chen, Cuiping Sun, Guoxu Liu, Chunlei Chen, Yonghui Zhang
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Stock price prediction
deep learning
hierarchical decomposition
clustering
Online Access:https://ieeexplore.ieee.org/document/10488422/

Internet

https://ieeexplore.ieee.org/document/10488422/

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