A load shedding scheme for frequent pattern mining in transactional data streams.
Kuen-Fang JeaChao-Wei LiChih-Wei HsuRu-Ping LinSsu-Fan YenPublished in: FSKD (2011)
Keyphrases
- load shedding
- data streams
- frequent pattern mining
- itemsets
- frequent itemsets
- frequent patterns
- mining frequent itemsets
- mining frequent patterns
- pattern mining
- continuous queries
- sliding window
- frequent itemset mining
- huge number
- pattern growth
- global optimization
- concept drift
- frequent pattern discovery
- data sets
- streaming data
- mining algorithm
- candidate generation
- data distribution
- minimum support
- uncertain data
- itemset mining
- temporal pattern mining
- sequential patterns
- transactional databases
- frequent pattern mining algorithms
- interesting patterns
- query optimization
- data mining techniques
- xml documents
- databases
- database