Time series representation and similarity based on local autopatterns
Data Mining and Knowledge Discovery, Volume 30, Issue 2, 2015.
Time seriesSimilarityPattern discoveryAutoregressionRegression tree
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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