most citedExpressing Multivariate Time Series as Graphs with Time Series Attention Transformer

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cs.LG2022★ 7 cited

Expressing Multivariate Time Series as Graphs with Time Series Attention Transformer

William T. Ng, K. Siu, Albert C. Cheung +1

A reliable and efficient representation of multivariate time series is crucial in various downstream machine learning tasks. In multivariate time series forecasting, each variable…