Fast Nonparametric Clustering of Structured Time-Series.
James HensmanMagnus RattrayNeil D. LawrencePublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2015)
Keyphrases
- clustering method
- clustering algorithm
- streaming time series
- data mining tasks
- k means
- structured data
- graph theoretic
- dirichlet process mixture models
- data points
- data driven
- non stationary
- incremental clustering
- website
- multivariate time series
- density estimation
- fuzzy clustering
- hierarchical clustering
- data clustering
- outlier detection
- unsupervised learning
- real world
- similarity function
- categorical data
- cluster analysis
- information theoretic
- self organizing maps
- change point detection
- multivariate time series data