Time series representation and similarity based on local autopatterns

    Data Mining and Knowledge Discovery, Volume 30, Issue 2, 2015.

    Cited by: 45|Bibtex|Views19|Links
    EI
    Keywords:
    Time seriesSimilarityPattern discoveryAutoregressionRegression tree

    Abstract:

    Time series data mining has received much greater interest along with the increase in temporal data sets from different domains such as medicine, finance, multimedia, etc. Representations are important to reduce dimensionality and generate useful similarity measures. High-level representations such as Fourier transforms, wavelets, piecewi...More

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