ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting

2 code implementations • 8 Apr 2024 • Hengyu Ye, Jiadong Chen, Shijin Gong, Fuxin Jiang, Tieying Zhang, Jianjun Chen, Xiaofeng Gao

To capitalize on both of these strengths, we propose ATFNet, an innovative framework that combines a time domain module and a frequency domain module to concurrently capture local and global dependencies in time series data.

Time Series Time Series Forecasting