Time series k-means: A new k-means type smooth subspace clustering for time series data.
Xiaohui HuangYunming YeLiyan XiongRaymond Y. K. LauNan JiangShaokai WangPublished in: Inf. Sci. (2016)
Keyphrases
- k means
- subspace clustering
- clustering method
- clustering algorithm
- clustering approaches
- high dimensional data
- multivariate time series data
- high dimensional
- cluster analysis
- subspace clusters
- data clustering
- spectral clustering
- hierarchical clustering
- clustering high dimensional data
- multivariate time series
- unsupervised clustering
- document clustering
- data analysis
- semi supervised clustering
- constrained clustering
- periodic patterns
- multi faceted
- machine learning
- data sets