Stream-Close: Fast Mining of Closed Frequent Itemsets in High Speed Data Streams.
B. N. RanganathM. Narasimha MurtyPublished in: ICDM Workshops (2008)
Keyphrases
- closed frequent itemsets
- high speed data streams
- data streams
- frequent itemsets
- sliding window
- itemsets
- mining frequent itemsets
- closed itemsets
- mining data streams
- association rules
- streaming data
- concept drift
- space efficient
- limited memory
- mining algorithm
- stream mining
- data mining
- data sets
- change detection
- data stream mining
- frequent closed itemsets
- frequent pattern mining
- network traffic
- data distribution
- association rule mining
- training set