Time-weighted counting for recently frequent pattern mining in data streams.
Yongsub LimU KangPublished in: Knowl. Inf. Syst. (2017)
Keyphrases
- frequent pattern mining
- data streams
- itemsets
- frequent patterns
- data stream mining
- pattern mining
- frequent itemsets
- mining frequent itemsets
- length decreasing support
- huge number
- mining frequent patterns
- downward closure property
- minimum support
- sequential patterns
- pattern growth
- sliding window
- transaction databases
- data sets
- mining algorithm
- frequent itemset mining
- streaming data
- frequent pattern discovery
- candidate generation
- association rules
- candidate patterns
- frequent pattern mining algorithms
- closed itemsets
- temporal pattern mining
- mining concept drifting data streams
- real world
- mining frequent
- concept drift
- data mining
- transactional databases
- itemset mining
- sequential pattern mining
- high utility
- interesting patterns
- tree structure
- association rule mining
- small number
- data structure