Discrete wavelet transform-based time series analysis and mining

DOI10.1145/1883612.1883613zbMath1293.68218OpenAlexW1971353559MaRDI QIDQ2875036

George Karabatis, Aryya Gangopadhyay, Zhiyuan Chen, Pimwadee Chaovalit

Publication date: 13 August 2014

Published in: ACM Computing Surveys (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1145/1883612.1883613

zbMATH Keywords

predictionclassificationclusteringdata compressiondimensionality reductionnoise filteringsimilarity searchanomaly detectiondata transformation

Mathematics Subject Classification ID

Time series, auto-correlation, regression, etc. in statistics (GARCH) (62M10) Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Research exposition (monographs, survey articles) pertaining to statistics (62-02) Research exposition (monographs, survey articles) pertaining to computer science (68-02)

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A non-parametric symbolic approximate representation for long time series

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