Scalable time series classification

DOI10.1007/s10618-015-0441-yzbMath1416.62526OpenAlexW2237307454MaRDI QIDQ1741279

Patrick Schäfer

Publication date: 3 May 2019

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

Full work available at URL: https://doi.org/10.1007/s10618-015-0441-y

zbMATH Keywords

classificationtime seriesdata miningsymbolic representation

Mathematics Subject Classification ID

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

Related Items (3)

Interpretable time series classification using linear models and multi-resolution multi-domain symbolic representations ⋮ TS-CHIEF: a scalable and accurate forest algorithm for time series classification ⋮ A Detailed Study of the Distributed Rough Set Based Locality Sensitive Hashing Feature Selection Technique

Uses Software

• UCR Suite
• SFA
• DBA

Cites Work

• Unnamed Item
• Time series classification with ensembles of elastic distance measures
• The BOSS is concerned with time series classification in the presence of noise
• Time-series data mining
• A vector space model for automatic indexing

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