SOFTS: Efficient Multivariate Time Series Forecasting with Series-Core Fusion
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๐Ÿ“ 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 ๐ŸŒ„ ์—ฐ๊ตฌ์˜ ๋ฐฐ๊ฒฝ ๋ฐ ๋ชฉ์ ์—ฐ๊ตฌ ๋ฐฐ๊ฒฝ๊ณผ๊ฑฐ์—๋Š” ARIMA ๋ฐ ์ง€์ˆ˜ ํ‰ํ™œ๊ณผ ๊ฐ™์€ ๋‹จ์ˆœํ•œ ๋ชจ๋ธ์ด ์‹œ๊ณ„์—ด ์˜ˆ์ธก์˜ ํ‘œ์ค€์ด์—ˆ์œผ๋‚˜, ์ตœ๊ทผ์—๋Š” RNN, C..
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