Classification of streaming time series under more realistic assumptions

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

    Cited by: 11|Bibtex|Views19|Links
    EI
    Keywords:
    Time series classificationData dictionaryAnytime algorithms

    Abstract:

    Much of the vast literature on time series classification makes several assumptions about data and the algorithm's eventual deployment that are almost certainly unwarranted. For example, many research efforts assume that the beginning and ending points of the pattern of interest can be correctly identified, during both the training phase ...More

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