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An empirical evaluation of kernels for time series

There exist a variety of distance measures which operate on time series kernels. The objective of this article is to compare those distance measures in a support vector machine setting. A support vector machine is a state-of-the-art classifier for static (non-time series) datasets and usually outper...

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Detalles Bibliográficos
Autores principales: Badiane, Mourtadha, Cunningham, Pádraig
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Netherlands 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8933385/
https://www.ncbi.nlm.nih.gov/pubmed/35370341
http://dx.doi.org/10.1007/s10462-021-10050-y