Discovery of Frequent Patterns in Transactional Data Streams.
Willie NgManoranjan DashPublished in: Trans. Large Scale Data Knowl. Centered Syst. (2010)
Keyphrases
- data streams
- discovery of frequent patterns
- frequent patterns
- sliding window
- itemsets
- streaming data
- frequent itemsets
- sensor networks
- stream data
- fault tolerant
- change detection
- stream mining
- data sets
- concept drift
- neural network
- mining data streams
- continuous data streams
- data stream mining
- transaction processing
- continuous queries
- sensor data
- real time
- data distribution
- distributed data streams
- evolving data streams
- long lived
- association rules
- decision trees
- case study
- data streaming
- incoming data
- databases
- outlier detection
- stream processing
- multi dimensional
- data mining