Time series clustering in linear time complexity

DOI10.1007/s10618-021-00798-wzbMath1491.62112OpenAlexW3201032495MaRDI QIDQ2066644

Yanyan Li

Publication date: 14 January 2022

Published in: Data Mining and Knowledge Discovery (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10618-021-00798-w

zbMATH Keywords

time seriesclusteringlinear timesymbolic representation

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

Cites Work

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• A global averaging method for dynamic time warping, with applications to clustering
• Finding anomalous periodic time series
• The collected works of Wassily Hoeffding. Ed. by N. I. Fisher and P. K. Sen
• A Fast and High Quality Multilevel Scheme for Partitioning Irregular Graphs
• Fast and Accurate Time-Series Clustering

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