A change detector for mining frequent patterns over evolving data streams.
Willie NgManoranjan DashPublished in: SMC (2008)
Keyphrases
- evolving data streams
- mining frequent patterns
- data streams
- frequent patterns
- mining frequent itemsets
- frequent pattern mining
- stream mining
- pattern growth
- mining algorithm
- concept drift
- data stream mining
- streaming data
- frequent itemsets
- sequential patterns
- pattern mining
- itemsets
- random forests
- frequent itemset mining
- high dimensional
- database systems
- data distribution
- data mining tasks
- sliding window
- multi dimensional
- data structure