A Skipping FP-Tree for Incrementally Intersecting Closed Itemsets in On-Line Stream Mining.
Takumi NishinaKoji IwanumaYoshitaka YamamotoPublished in: BigComp (2019)
Keyphrases
- stream mining
- closed itemsets
- fp tree
- frequent itemsets
- data streams
- condensed representations
- mining frequent itemsets
- itemsets
- frequent pattern mining
- data stream mining
- frequent patterns
- association rule mining
- frequent closed itemsets
- frequent itemset mining
- frequent item sets
- data structure
- association rules
- mining algorithm
- itemset mining
- streaming data
- sliding window
- limited memory
- minimum support
- stream data
- pruning strategy
- single pass
- pattern mining
- uncertain data
- mining association rules
- concept drift
- interesting patterns
- tree structure
- data distribution
- real world
- apriori algorithm
- emerging patterns
- association mining
- frequent sets
- association rules mining
- interestingness measures