Skip Search Approach for Mining Probabilistic Frequent Itemsets from Uncertain Data.
Takahiko ShintaniTadashi OhmoriHideyuki FujitaPublished in: KDIR (2016)
Keyphrases
- uncertain data
- frequent itemsets
- mining frequent itemsets
- itemsets
- uncertain databases
- frequent itemset mining
- mining algorithm
- frequent patterns
- association rules
- previously discovered
- association rule mining
- data streams
- transaction databases
- probabilistic xml
- closed frequent itemsets
- probabilistic databases
- transactional databases
- mining frequent patterns
- uncertain data streams
- data structure
- frequent itemsets mining
- concise representation
- closed itemsets
- mining association rules
- interesting patterns
- pattern growth
- frequent pattern mining
- apriori algorithm
- fp tree
- discovery of association rules
- itemset mining
- frequent set mining
- pruning strategy
- knowledge discovery
- frequent closed itemsets
- minimum support
- pattern mining
- anti monotone
- data mining algorithms
- similarity search
- data analysis
- mining frequent
- condensed representations
- frequent sets