2023
DOI: 10.1016/j.neucom.2023.126238
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Multivariate time series data imputation using attention-based mechanism

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Cited by 9 publications
(1 citation statement)
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“…After that, the normalized data goes through multi-head self-attention process, where the mechanism of the self-attention is further described in ref. [18,27]. The result of multi-head attention is then added to the data prior to the self-attention process, and the sum of both values is subjected to normalization again.…”
Section: Model Construction and Trainingmentioning
confidence: 99%
“…After that, the normalized data goes through multi-head self-attention process, where the mechanism of the self-attention is further described in ref. [18,27]. The result of multi-head attention is then added to the data prior to the self-attention process, and the sum of both values is subjected to normalization again.…”
Section: Model Construction and Trainingmentioning
confidence: 99%