Judicious setting of Dynamic Time Warping's window width allows more accurate classification of time series.
Hoang Anh DauDiego Furtado SilvaFrançois PetitjeanGermain ForestierAnthony J. BagnallEamonn J. KeoghPublished in: IEEE BigData (2017)
Keyphrases
- dynamic time warping
- accurate classification
- classification algorithm
- distance measure
- lower bounding
- classification accuracy
- euclidean distance
- supervised learning
- subsequence matching
- similarity search
- similarity measure
- quasi periodic
- elastic matching
- sliding window
- feature selection
- edit distance
- naive bayes
- sequence matching
- longest common subsequence
- word spotting
- data sets
- image matching
- k nearest neighbor
- dynamic programming
- decision trees