MapReduce-based Parallelized Approximation of Frequent Itemsets Mining in Uncertain Data.
Jing XuXiao-Jiao MaoWen-Yang LuQi-Hai ZhuNing LiYu-Bin YangPublished in: ICONIP (4) (2015)
Keyphrases
- uncertain data
- frequent itemsets mining
- frequent itemsets
- mining frequent itemsets
- uncertain databases
- data streams
- itemsets
- frequent patterns
- probabilistic xml
- closed itemsets
- frequent itemset mining
- knowledge discovery
- transactional databases
- uncertain data streams
- association rule mining
- data sets
- apriori algorithm
- frequent closed itemsets
- association rules
- interesting patterns
- mining algorithm