Dynamic Time Warping Averaging of Time Series Allows Faster and More Accurate Classification.
François PetitjeanGermain ForestierGeoffrey I. WebbAnn E. NicholsonYanping ChenEamonn J. KeoghPublished in: ICDM (2014)
Keyphrases
- dynamic time warping
- accurate classification
- classification algorithm
- classification accuracy
- distance measure
- supervised learning
- shape retrieval
- lower bounding
- euclidean distance
- similarity measure
- elastic matching
- similarity search
- quasi periodic
- feature selection
- subsequence matching
- sequence matching
- machine learning
- word spotting
- edit distance
- text classification
- database
- text mining
- support vector machine
- active learning
- pattern recognition
- data mining
- neural network
- data sets