Detecting and monitoring abrupt emergences and submergences of episodes over data streams.
Min GanHonghua DaiPublished in: Inf. Syst. (2014)
Keyphrases
- data streams
- distributed data streams
- high dimensional data streams
- sliding window
- real time
- sensor data streams
- monitoring system
- streaming data
- data sets
- concept drift
- sensor networks
- data distribution
- change detection
- decision support
- continuous data streams
- data stream mining
- stream data
- sensor data
- sequential patterns
- continuous queries
- outlier detection
- early warning
- detecting outliers
- heavy hitters
- frequent itemsets
- mining data streams
- database systems
- itemsets
- anytime classification
- database