SFC: a time series decomposition attention network with continuous nature for time series analysis - Chen, Haoyu; Li, Bo; An, Zhiyong; Yu, Yuan; Jia, Ying (Data mining and knowledge discovery, 2025)
Keywords: Artificial Intelligence; Attention; Chemistry and Earth Sciences; Classification; Computer Science; Data Mining and Knowledge Discovery; Data points; Decomposition; Deep learning; Differential equations; Dynamical systems; Encoders-Decoders; Information Storage and Retrieval; Machine learning; Neural networks; Ordinary differential equations; Physics; Statistics for Engineering; Time series; Wavelet transforms; Neural ordinary differential equations; Time series decomposition; Time series; Attention