The ClusTree: indexing micro-clusters for anytime stream mining.
Philipp KranenIra AssentCorinna BaldaufThomas SeidlPublished in: Knowl. Inf. Syst. (2011)
Keyphrases
- stream mining
- evolving data streams
- data streams
- single pass
- limited memory
- clustering algorithm
- stream processing
- streaming data
- data stream mining
- stream data
- distributed stream processing
- database
- change detection
- data distribution
- concept drift
- data mining methods
- sliding window
- condensed representations
- data points
- association rule mining
- multi dimensional
- association rules
- bayesian networks