Summarizing probabilistic frequent patterns: a fast approach.
Chunyang LiuLing ChenChengqi ZhangPublished in: KDD (2013)
Keyphrases
- frequent patterns
- uncertain data
- frequent pattern mining
- mining frequent patterns
- mining algorithm
- pattern mining
- sequential patterns
- association rules
- sequential pattern mining
- itemsets
- interesting patterns
- data structure
- frequent itemsets
- closed patterns
- discovery of frequent patterns
- minimum support
- mining frequent itemsets
- tree structure
- fp growth
- frequent pattern mining algorithms
- mining frequent
- transactional databases
- frequent pattern tree
- transaction databases
- real world
- candidate generation
- semi structured data
- frequent itemset mining
- fp tree
- frequent item sets
- apriori algorithm
- incremental mining
- candidate patterns
- database
- similar patterns
- huge number
- maximal frequent
- xml data
- knowledge discovery