Impact of the Sakoe-Chiba Band on the DTW Time Series Distance Measure for kNN Classification.
Zoltan GelerVladimir KurbalijaMilos RadovanovicMirjana IvanovicPublished in: KSEM (2014)
Keyphrases
- distance measure
- dynamic time warping
- knn classification
- distance function
- distance metric
- euclidean distance
- similarity measure
- subsequence matching
- k nearest neighbor
- vector space
- knn
- kullback leibler
- nearest neighbor classifier
- feature mapping
- edit distance
- bhattacharyya distance
- similarity search
- input space
- non stationary
- pattern recognition