FGC-Stream: A novel joint miner for frequent generators and closed itemsets in data streams.
Tomas MartinPetko ValtchevLouis-Romain RouxPublished in: ICDM (2021)
Keyphrases
- data streams
- closed itemsets
- frequent itemsets
- frequent closed itemsets
- mining frequent itemsets
- association rule mining
- itemsets
- closed frequent itemsets
- condensed representations
- frequent patterns
- sliding window
- minimum support
- stream mining
- streaming data
- fp tree
- frequent itemsets mining
- itemset mining
- stream data
- frequent itemset mining
- mining algorithm
- mining frequent closed itemsets
- continuous data streams
- continuous queries
- frequent sets
- data mining algorithms
- frequent pattern mining
- mining frequent
- uncertain data
- association rules
- stream processing
- high speed data streams
- data sets
- concept drift
- mining association rules
- pattern mining
- data stream mining
- space efficient
- high dimensional data streams
- frequent item sets
- emerging patterns
- apriori algorithm
- interesting patterns
- data mining techniques
- incoming data
- heavy hitters
- machine learning