Accelerating the discovery of unsupervised-shapelets

    Data Mining and Knowledge Discovery, Volume 30, Issue 1, 2015.

    Cited by: 12|Bibtex|Views41|Links
    EI
    Keywords:
    Time seriesClusteringUnsupervised-shapelet

    Abstract:

    Over the past decade, time series clustering has become an increasingly important research topic in data mining community. Most existing methods for time series clustering rely on distances calculated from the raw data using the Euclidean distance or Dynamic Time Warping distance as the distance measure. However, the presence of signific...More

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