Automatic Clustering in Large Sets of Time Series

DOI10.1007/978-3-319-78325-3_6zbMath1420.62369OpenAlexW2884887245MaRDI QIDQ5223282

Wei Zhang, Viktoria Muravina, Rasoul Hekmati, Michael J. Paldino, Robert Azencott

Publication date: 17 July 2019

Published in: Computational Methods in Applied Sciences (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/978-3-319-78325-3_6

zbMATH Keywords

mutual informationsimulated annealingspectral clusteringtime series clusteringgraph Laplacianskernel k-means

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Applications of statistics to biology and medical sciences; meta analysis (62P10) Image analysis in multivariate analysis (62H35)

Uses Software

• ElemStatLearn

Cites Work

• Unnamed Item

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