Finding efficiencies in frequent pattern mining from big uncertain data.
Carson Kai-Sang LeungRichard Kyle MacKinnonFan JiangPublished in: World Wide Web (2017)
Keyphrases
- uncertain data
- frequent patterns
- frequent pattern mining
- mining frequent itemsets
- mining frequent patterns
- frequent itemsets
- uncertain databases
- pattern mining
- mining algorithm
- transaction databases
- tree structure
- pattern growth
- itemsets
- minimum support
- sequential patterns
- interesting patterns
- sequential pattern mining
- association rules
- frequent itemset mining
- data structure
- mining frequent
- fp tree
- candidate generation
- transactional databases
- probabilistic xml
- uncertain objects
- data streams
- database systems
- frequent pattern mining algorithms
- uncertain data streams
- huge number
- apriori algorithm
- data sets
- frequent item sets
- database
- data mining algorithms
- multi dimensional
- knowledge discovery
- machine learning