ODAC: Hierarchical Clustering of Time Series Data Streams.
Pedro Pereira RodriguesJoão GamaJoão Pedro PedrosoPublished in: SDM (2006)
Keyphrases
- hierarchical clustering
- data streams
- sliding window
- clustering method
- concept drift
- streaming data
- clustering algorithm
- k means
- change detection
- hierarchical clustering algorithms
- partitional clustering
- text clustering
- hierarchical clustering algorithm
- non stationary
- model based clustering
- incremental clustering
- data distribution
- single linkage
- dynamic time warping
- subsequence matching
- semi supervised
- hierarchical clustering methods
- agglomerative hierarchical clustering
- data sets
- itemsets
- single link
- space efficient
- data structure
- high dimensional