Discovery of time series motifs on Intel many-core systems

DOI10.1134/S199508021912014XzbMath1458.62209OpenAlexW3006716927MaRDI QIDQ2206993

M. L. Zymbler, Ya. A. Kraeva

Publication date: 27 October 2020

Published in: Lobachevskii Journal of Mathematics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1134/s199508021912014x

zbMATH Keywords

time seriesvectorizationmotif discoverydata layout

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Parallel algorithms in computer science (68W10) Numerical algorithms for specific classes of architectures (65Y10)

Uses Software

• iSAX

Cites Work

• Reduction techniques for instance-based learning algorithms
• Discovery of time-series motif from multi-dimensional data based on MDL principle

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