Scalable time series classification

    Data Min. Knowl. Discov., Volume 30, Issue 5, 2015.

    Cited by: 47|Bibtex|Views15|Links
    EI
    Keywords:
    Time seriesClassificationData miningSymbolic representation

    Abstract:

    Time series classification tries to mimic the human understanding of similarity. When it comes to long or larger time series datasets, state-of-the-art classifiers reach their limits because of unreasonably high training or testing times. One representative example is the 1-nearest-neighbor dynamic time warping classifier (1-NN DTW) that ...More

    Code:

    Data:

    Your rating :
    0

     

    Tags
    Comments