Series2vec: similarity-based self-supervised representation learning for time series classification

DOI10.1007/s10618-024-01043-wzbMath1545.62188MaRDI QIDQ6609107

Chang Wei Tan, Mahsa Salehi, Geoffrey I. Webb, Navid Mohammadi Foumani, Hamid Rezatofighi

Publication date: 20 September 2024

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

zbMATH Keywords

time series classificationrepresentation learningsimilarity-based self-supervised

Mathematics Subject Classification ID

Software, source code, etc. for problems pertaining to statistics (62-04) Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Classification and discrimination; cluster analysis (statistical aspects) (62H30)

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