SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion
ยท
๐ Statistics
๐ PaperTitle : SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core FusionAuthor : Lu Han, Xu-Yang Chen, Han-Jia Ye, De-Chuan ZhanPublish : 2024, https://arxiv.org/abs/2404.14197Keyword : Multivariate Time Series Forecasting(MTSF), MLP-based Model, STAR Module, Channel Independence, Linear Complexity ๐ ์ฐ๊ตฌ์ ๋ฐฐ๊ฒฝ ๋ฐ ๋ชฉ์ ์ฐ๊ตฌ ๋ฐฐ๊ฒฝ๊ณผ๊ฑฐ์๋ ARIMA ๋ฐ ์ง์ ํํ๊ณผ ๊ฐ์ ๋จ์ํ ๋ชจ๋ธ์ด ์๊ณ์ด ์์ธก์ ํ์ค์ด์์ผ๋, ์ต๊ทผ์๋ RNN, C..