Clustering univariate time series into stationary and non-stationary.
Heshan GuanShuliang ZouMengya LiuTieli WangPublished in: FSKD (2010)
Keyphrases
- multivariate time series
- clustering algorithm
- multivariate time series data
- categorical data
- k means
- spectral clustering
- clustering method
- data clustering
- streaming time series
- self organizing maps
- unsupervised learning
- non stationary
- multi variate
- neural network
- hierarchical clustering
- data mining
- genetic algorithm
- incremental clustering
- learning algorithm
- clustering analysis
- graph theoretic
- website
- temporal data
- dynamic time warping
- fuzzy clustering
- similarity function
- data analysis
- dimension reduction
- document clustering
- cluster analysis
- outlier detection