Probabilistic Frequent Itemset Mining Algorithm over Uncertain Databases with Sampling.
Haifeng LiNing ZhangYuejin ZhangYue WangPublished in: FSDM (2016)
Keyphrases
- uncertain databases
- mining algorithm
- frequent itemset mining
- frequent itemsets
- uncertain data
- itemsets
- mining frequent patterns
- association rule mining
- frequent patterns
- association rules
- pattern mining
- itemset mining
- discovering frequent
- data streams
- sequential pattern mining
- mining frequent itemsets
- sequential patterns
- data structure
- incremental mining
- pruning strategy
- transaction databases
- algorithm for mining association rules
- tree structure
- minimum support
- mining frequent
- formal semantics
- frequent pattern mining
- pattern growth
- candidate generation
- apriori algorithm
- data mining algorithms
- closed itemsets
- frequent pattern tree
- negative association rules
- data mining
- interesting patterns
- high utility itemsets
- fp tree
- frequent item sets
- transactional databases
- graph patterns
- data sets
- multi dimensional
- query processing
- incremental updating