A new efficient approach for mining uncertain frequent patterns using minimum data structure without false positives.
Gangin LeeUnil YunPublished in: Future Gener. Comput. Syst. (2017)
Keyphrases
- frequent patterns
- false positives
- data structure
- frequent pattern mining
- mining algorithm
- pattern mining
- itemsets
- mining frequent patterns
- sequential patterns
- false negative
- interesting patterns
- tree structure
- sequential pattern mining
- uncertain data
- pattern growth
- association rules
- transactional databases
- frequent pattern tree
- detection rate
- minimum support
- number of false positives
- search space pruning
- false positive rate
- fp tree
- mining frequent
- transaction databases
- discovering frequent
- candidate patterns
- closed patterns
- frequent pattern discovery
- apriori algorithm
- frequent itemsets
- closed pattern mining
- discovery of frequent patterns
- frequent sequences
- maximal frequent
- pattern discovery
- emerging patterns
- fp growth
- pruning strategy
- incremental mining
- periodic patterns
- data mining
- memory efficient
- data mining algorithms
- closed frequent