Recent Frequent Item Mining Algorithm in a Data Stream Based on Flexible Counter Windows.
Yanyang GuoGang WangFengmei HouQingling MeiPublished in: J. Softw. (2014)
Keyphrases
- outlier detection
- mining algorithm
- data streams
- frequent itemsets
- itemsets
- pattern mining
- association rule mining
- association rules
- sequential patterns
- frequent patterns
- tree structure
- sliding window
- discovering frequent
- data mining
- sequential pattern mining
- frequent itemset mining
- data mining algorithms
- incremental mining
- incremental updating
- mining frequent
- minimum support
- mining association rules
- mining frequent itemsets
- concept drift
- frequent pattern mining
- frequent item sets
- streaming data
- transaction databases
- pruning strategy
- data sets
- weighted association rules
- multiple data streams
- generalized association rules
- continuous data streams
- transactional data
- sequential data
- data distribution
- databases