Mining Discriminative Itemsets Over Data Streams Using Efficient Sliding Window.
Majid SeyfiRichi NayakYue XuPublished in: SN Comput. Sci. (2023)
Keyphrases
- data streams
- itemsets
- sliding window
- frequent itemsets
- closed frequent itemsets
- space efficient
- mining algorithm
- pruning strategy
- limited memory
- mining frequent itemsets
- itemset mining
- sequential pattern mining algorithm
- mining association rules
- pattern mining
- streaming data
- frequent pattern mining
- emerging patterns
- frequent item sets
- frequent patterns
- frequent itemset mining
- association rule mining
- concept drift
- stream mining
- stream data
- frequent closed itemsets
- mining of frequent itemsets
- data stream mining
- fixed size
- apriori algorithm
- minimum support
- data distribution
- mining data streams
- continuous queries
- maximal frequent itemsets
- high speed data streams
- closed itemsets
- interesting itemsets
- data structure
- frequent sets
- data mining algorithms
- interesting patterns
- transaction data
- transactional databases
- data sets
- compact data structure
- association rules mining
- interesting association rules
- association rules
- share frequent itemsets
- closed patterns
- efficient incremental
- sequential pattern mining
- uncertain data
- data analysis
- mining high utility itemsets
- algorithms for mining association rules