Scalable time series classification
Data Min. Knowl. Discov., Volume 30, Issue 5, 2015.
Time seriesClassificationData miningSymbolic representation
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
Full Text (Upload PDF)