Efficient Approximate Mining of Frequent Patterns over Transactional Data Streams.
Willie NgManoranjan DashPublished in: DaWaK (2008)
Keyphrases
- frequent patterns
- data streams
- itemsets
- frequent pattern mining
- frequent itemsets
- mining algorithm
- mining frequent patterns
- sequential patterns
- pattern mining
- interesting patterns
- sequential pattern mining
- sliding window
- transactional databases
- frequent itemset mining
- data structure
- mining frequent
- mining frequent itemsets
- discovering frequent
- maximal frequent
- frequent item sets
- minimum support
- pattern growth
- data stream mining
- discovery of frequent patterns
- association rules
- tree structure
- closed patterns
- candidate patterns
- association rule mining
- frequent pattern discovery
- apriori algorithm
- uncertain data
- transaction databases
- itemset mining
- stream data
- frequent pattern mining algorithms
- streaming data
- fp growth
- emerging patterns
- candidate generation
- fp tree
- mining association rules
- frequent subgraphs
- frequent pattern tree
- data sets
- data mining algorithms
- pattern discovery
- frequent sets
- frequent sequences
- pruning strategy