Open access
Sep 2026
FCA-Transformer: A Feature Pyramid Time Series Forecasting Model Driven by Cross-Attention Mechanism
The findings indicate that the proposed architecture successfully reconciles multi-scale feature extraction with lightweight dependency modeling, enhancing structural generalization and providing a scalable framework for real-time temporal analysis in complex industrial environments.
Lin-Li Wu, Ji-Yong Zhang, Zhi-Ming Zhang et al.
· Electronics · 0 citations