Resource-Aware Mining with Variable Granularities in Data Streams.
Wei-Guang TengMing-Syan ChenPhilip S. YuPublished in: SDM (2004)
Keyphrases
- data streams
- continuous data streams
- stream mining
- multiple data streams
- itemsets
- data stream mining
- mining data streams
- sliding window
- frequent itemsets
- streaming data
- web mining
- closed frequent itemsets
- concept drift
- frequent closed itemsets
- high speed data streams
- sensor networks
- multiple granularities
- mining frequent itemsets
- sequential patterns
- stream data
- mining algorithm
- temporal data
- change detection
- pattern mining
- interesting patterns
- frequent patterns
- association rule mining
- knowledge discovery
- data mining
- mining maximal frequent itemsets
- distributed data streams
- concept drifting
- stream processing
- temporal information
- data distribution
- sensor data
- text mining
- association rules
- decision trees