Hierarchical Clustering of Time-Series Data Streams.
Pedro Pereira RodriguesJoão GamaJoão Pedro PedrosoPublished in: IEEE Trans. Knowl. Data Eng. (2008)
Keyphrases
- hierarchical clustering
- data streams
- sliding window
- concept drift
- streaming data
- clustering method
- dynamic time warping
- incremental clustering
- clustering algorithm
- change detection
- hierarchical clustering methods
- data sets
- text clustering
- single linkage
- non stationary
- model based clustering
- single link
- agglomerative hierarchical clustering
- k means
- space efficient
- constrained clustering
- hierarchical clustering algorithm
- partitional clustering
- hierarchical clustering algorithms
- data analysis
- query processing
- clustering approaches
- itemsets