CNN-CBAM-LSTM: Enhancing Stock Return Prediction Through Long and Short Information Mining in Stock Prediction

CNN-CBAM-LSTM: Enhancing Stock Return Prediction Through Long and Short Information Mining in Stock Prediction

Deep learning, a foundational technology in artificial intelligence, facilitates the identification of complex associations between stock prices and various influential factors through comprehensive data analysis. Stock price data exhibits unique time-series characteristics; models emphasizing long-...

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Bibliographic Details
Main Authors: Peijie Ye, Hao Zhang, Xi Zhou
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Mathematics
Subjects:
prediction
deep learning
stock prices
CNN
CBAM
LSTM
Online Access:https://www.mdpi.com/2227-7390/12/23/3738
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