Efficiently Clustering Probabilistic Data Streams.
Chen ZhangCheqing JinAoying ZhouPublished in: APWeb/WAIM (2009)
Keyphrases
- data streams
- clustering method
- multiple data streams
- information theoretic
- clustering algorithm
- k means
- uncertain data
- outlier detection
- sliding window
- change detection
- probabilistic model
- hierarchical clustering
- data points
- streaming data
- limited memory
- cluster analysis
- sensor networks
- data sets
- data stream mining
- uncertain data streams
- stream data
- neural network
- spectral clustering
- data clustering
- continuous queries
- graph theoretic
- data objects
- continuous data streams
- data distribution
- generative model
- clusters of arbitrary shapes