SuffixMiner: Efficiently Mining Frequent Itemsets in Data Streams by Suffix-Forest.
Lifeng JiaChunguang ZhouZhe WangXiujuan XuPublished in: FSKD (2) (2005)
Keyphrases
- data streams
- frequent itemsets
- mining frequent itemsets
- itemsets
- frequent itemset mining
- association rule mining
- mining algorithm
- sliding window
- closed frequent itemsets
- concise representation
- concept drift
- streaming data
- itemset mining
- stream mining
- frequent closed itemsets
- uncertain data
- closed itemsets
- prefix tree
- outlier detection
- constraint based mining
- frequent itemsets mining
- minimum support
- stream data
- mining maximal frequent itemsets
- frequent patterns
- data sets
- space efficient
- pruning strategy
- discovery of association rules
- interesting patterns
- data stream mining
- mining frequent patterns
- data distribution
- fp tree
- maximal frequent itemsets
- data structure
- transaction databases
- limited memory
- mining association rules
- apriori algorithm
- condensed representations
- transaction data
- single scan
- stream processing
- frequent pattern mining
- pattern mining
- mining of frequent itemsets
- frequent itemset discovery