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The great multivariate time series classification bake off: a review and experimental evaluation of recent algorithmic advances

Time Series Classification (TSC) involves building predictive models for a discrete target variable from ordered, real valued, attributes. Over recent years, a new set of TSC algorithms have been developed which have made significant improvement over the previous state of the art. The main focus has...

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Detalles Bibliográficos
Autores principales: Ruiz, Alejandro Pasos, Flynn, Michael, Large, James, Middlehurst, Matthew, Bagnall, Anthony
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7897627/
https://www.ncbi.nlm.nih.gov/pubmed/33679210
http://dx.doi.org/10.1007/s10618-020-00727-3