Frequent Pattern Mining from Time-Fading Streams of Uncertain Data.
Carson Kai-Sang LeungFan JiangPublished in: DaWaK (2011)
Keyphrases
- uncertain data
- frequent pattern mining
- frequent patterns
- data streams
- frequent itemsets
- mining frequent patterns
- mining frequent itemsets
- uncertain databases
- pattern mining
- itemsets
- frequent itemset mining
- mining algorithm
- sequential patterns
- association rules
- tree structure
- pattern growth
- apriori algorithm
- minimum support
- transactional data
- transaction databases
- sliding window
- sequential pattern mining
- probabilistic xml
- candidate generation
- frequent pattern mining algorithms
- transactional databases
- uncertain data streams
- interesting patterns
- data structure
- huge number
- fp tree
- mining frequent
- data mining
- databases
- frequent sets
- association rule mining
- machine learning