2 papers
cs.LG2024
FPN-fusion: Enhanced Linear Complexity Time Series Forecasting Model
Chu Li, Pingjia Xiao, Qiping Yuan
This study presents a novel time series prediction model, FPN-fusion, designed with linear computational complexity, demonstrating superior predictive performance compared to DLine…
cs.LG2024
UnetTSF: A Better Performance Linear Complexity Time Series Prediction Model
Li Chu, Xiao Bingjia, Yuan Qiping
Recently, Transformer-base models have made significant progress in the field of time series prediction which have achieved good results and become baseline models beyond Dlinear.…