Building FP-Tree on the Fly: Single-Pass Frequent Itemset Mining.
Nima ShahbaziRohollah SoltaniJarek GryzAijun AnPublished in: MLDM (2016)
Keyphrases
- frequent itemset mining
- single pass
- fp tree
- frequent itemsets
- pattern mining
- frequent pattern mining
- frequent patterns
- itemsets
- fp growth
- apriori algorithm
- mining frequent itemsets
- mining frequent patterns
- transaction databases
- association rule mining
- pattern growth
- association rules
- mining algorithm
- data structure
- pruning strategy
- data streams
- itemset mining
- sequential pattern mining
- minimum support
- graph mining
- data mining
- mining association rules
- mining frequent
- candidate generation
- interesting patterns
- tree structure
- dense datasets
- huge number
- uncertain data
- sequential patterns
- pattern discovery
- association rules mining
- transactional databases
- database
- interestingness measures
- frequent item sets
- website