Balancing Tree Size and Accuracy in Fast Mining of Uncertain Frequent Patterns.
Carson Kai-Sang LeungRichard Kyle MacKinnonPublished in: DaWaK (2015)
Keyphrases
- frequent patterns
- tree structure
- frequent pattern mining
- frequent pattern tree
- mining algorithm
- fp tree
- pattern mining
- mining frequent patterns
- sequential patterns
- interesting patterns
- mining frequent
- itemsets
- data structure
- pattern growth
- sequential pattern mining
- apriori algorithm
- fp growth
- transactional databases
- discovering frequent
- minimum support
- discovery of frequent patterns
- association rules
- uncertain data
- maximal frequent
- frequent itemsets
- tree mining
- candidate generation
- association rules mining
- prefix tree
- frequent pattern discovery
- closed patterns
- data mining
- closed sequential patterns
- closed frequent
- mining frequent itemsets
- frequent item sets
- emerging patterns
- pruning strategy
- mining association rules
- tree structures
- frequent itemset mining
- index structure
- multi dimensional