2 papers
cs.LG2024
AverageTime: Enhance Long-Term Time Series Forecasting with Simple Averaging
Gaoxiang Zhao, Chunmao Huang, Li Zhou +1
Multivariate long-term time series forecasting aims to predict future sequences by utilizing historical observations, with a core focus on modeling intra-sequence and cross-channel…
cs.LG2024
ISMRNN: An Implicitly Segmented RNN Method with Mamba for Long-Term Time Series Forecasting
GaoXiang Zhao, Li Zhou, XiaoQiang Wang
Long time series forecasting aims to utilize historical information to forecast future states over extended horizons. Traditional RNN-based series forecasting methods struggle to e…