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Calculating the matrix profile from noisy data

The matrix profile (MP) is a data structure computed from a time series which encodes the data required to locate motifs and discords, corresponding to recurring patterns and outliers respectively. When the time series contains noisy data then the conventional approach is to pre-filter it in order t...

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Detalles Bibliográficos
Autores principales: Hehir, Colin, Smeaton, Alan F.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10270338/
https://www.ncbi.nlm.nih.gov/pubmed/37319138
http://dx.doi.org/10.1371/journal.pone.0286763