Efficient Probabilistic Frequent Itemset Mining in Big Sparse Uncertain Data.
Jing XuNing LiXiao-Jiao MaoYu-Bin YangPublished in: PRICAI (2014)
Keyphrases
- uncertain databases
- uncertain data
- frequent itemset mining
- mining frequent itemsets
- frequent itemsets
- spatial query processing
- itemsets
- probabilistic xml
- probabilistic databases
- uncertain data streams
- frequent patterns
- transaction databases
- pruning strategy
- formal semantics
- association rule mining
- association rules
- itemset mining
- graph mining
- mining algorithm
- pattern mining
- data streams
- mining frequent patterns
- pattern growth
- data mining
- uncertain information
- sequential pattern mining
- mining association rules
- social network analysis
- knowledge discovery
- high dimensional
- website
- data sets