Classification-driven temporal discretization of multivariate time series

    Data Mining and Knowledge Discovery, Volume 29, Issue 4, 2014.

    Cited by: 59|Bibtex|Views21|Links
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    Keywords:
    Temporal knowledge discoveryTemporal data miningTemporal abstractionTime intervals miningFrequent pattern miningMore(2+)

    Abstract:

    Biomedical data, in particular electronic medical records data, include a large number of variables sampled in irregular fashion, often including both time point and time intervals, thus providing several challenges for analysis and data mining. Classification of multivariate time series data is a challenging task, but is often necessary ...More

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