A general framework for never-ending learning from time series streams

    Data Mining and Knowledge Discovery, Volume 29, Issue 6, 2014.

    Cited by: 3|Bibtex|Views60|Links
    EI
    Keywords:
    Never-ending learningClassificationData streamsTime series

    Abstract:

    Time series classification has been an active area of research in the data mining community for over a decade, and significant progress has been made in the tractability and accuracy of learning. However, virtually all work assumes a one-time training session in which labeled examples of all the concepts to be learned are provided. This a...More

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