Incremental fuzzy clustering of time series

DOI10.1016/j.fss.2021.01.002zbMath1522.62087OpenAlexW3118831001MaRDI QIDQ6057590

Ling Wang, Qian Ma, Peipei Xu

Publication date: 26 October 2023

Published in: Fuzzy Sets and Systems (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.fss.2021.01.002

zbMATH Keywords

outlierstime seriesfuzzy clusteringincremental learning

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Inference from stochastic processes and fuzziness (62M86) Multivariate analysis and fuzziness (62H86)

Cites Work

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• Time series \(k\)-means: a new \(k\)-means type smooth subspace clustering for time series data
• Time Series Clustering and Classification

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