Sliding window based weighted maximal frequent pattern mining over data streams.
Gangin LeeUnil YunKeun Ho RyuPublished in: Expert Syst. Appl. (2014)
Keyphrases
- frequent pattern mining
- data streams
- sliding window
- itemsets
- frequent itemsets
- frequent patterns
- length decreasing support
- pattern mining
- data stream mining
- mining frequent itemsets
- mining frequent patterns
- huge number
- pattern growth
- downward closure property
- frequent itemset mining
- frequent pattern discovery
- streaming data
- stream data
- candidate generation
- interesting patterns
- mining algorithm
- frequent pattern mining algorithms
- association rules
- mining concept drifting data streams
- data sets
- association rule mining
- itemset mining
- high utility
- database
- mining maximal frequent itemsets
- transaction databases
- closed itemsets
- concept drift
- sequential pattern mining
- transactional databases
- mining association rules
- frequent pattern tree
- tree structure
- data model
- temporal pattern mining
- feature selection
- minimum support
- frequent item sets