Jing-Wei Guo

A Stock Market Price Prediction Model Integrating a CNN–Transformer Dual-Channel Dynamic Attention Architecture

A CNN–Transformer dual-channel architecture equipped with a dynamic attention fusion module for stock price forecasting that reduces mean absolute error and root mean square error and remains effective across markets with differing volatility profiles is introduced.