openalexMathematics2026-07-24
A Multi-Head Attention-Enhanced Fusion Model for Cross-Domain Short-Term Time Series Forecasting
Zhenyu Song, Yunuo Zhang, Zenan Lu, Lixing Tan, Chengfei Cai, Cheng Tang
With the rapid advancement of artificial intelligence technologies in the era of big data, time series forecasting has become indispensable in critical fields such as environmental monitoring and financial market analysis. However, the existing forecasting models often encounter…