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Time series extrinsic regression: Predicting numeric values from time series data
This paper studies time series extrinsic regression (TSER): a regression task of which the aim is to learn the relationship between a time series and a continuous scalar variable; a task closely related to time series classification (TSC), which aims to learn the relationship between a time series a...
Autores principales: | Tan, Chang Wei, Bergmeir, Christoph, Petitjean, François, Webb, Geoffrey I. |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer US
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7951134/ https://www.ncbi.nlm.nih.gov/pubmed/33727888 http://dx.doi.org/10.1007/s10618-021-00745-9 |
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