Discovering Top-k Probabilistic Frequent Itemsets from Uncertain Databases.
Haifeng LiYuejin ZhangNing ZhangPublished in: ITQM (2017)
Keyphrases
- uncertain databases
- frequent itemsets
- frequent itemset mining
- uncertain data
- mining frequent itemsets
- itemsets
- itemset mining
- mining frequent patterns
- association rules
- association rule mining
- mining algorithm
- frequent patterns
- data streams
- concise representation
- data structure
- pattern mining
- frequent itemsets mining
- pattern growth
- query processing
- pruning strategy
- frequent pattern mining
- discovery of association rules
- mining association rules
- sequential pattern mining
- closed itemsets
- interesting patterns
- mining frequent
- minimum support
- candidate generation
- transactional databases
- knowledge discovery
- condensed representations
- data model
- formal semantics
- graph mining