Periodic measures and Wasserstein distance for analysing periodicity of time series datasets.
Chunrong FengYujia LiuHuaizhong ZhaoPublished in: Commun. Nonlinear Sci. Numer. Simul. (2023)
Keyphrases
- periodic patterns
- periodicity detection
- quasi periodic
- periodic motion
- data mining tasks
- distance measure
- database
- mining algorithm
- dynamic time warping
- benchmark datasets
- euclidean distance
- uci machine learning repository
- synthetic and real datasets
- moving average
- time stamped
- suffix tree
- data sets
- raw data
- pattern mining
- data streams
- statistical tests
- evaluation measures
- space efficient
- minimum distance
- association rule mining
- non stationary
- quantitative measures
- training data
- neural network