FCHM-stream: fast closed high utility itemsets mining over data streams.
Muhang LiMeng HanZhiqiang ChenHongxin WuXilong ZhangPublished in: Knowl. Inf. Syst. (2023)
Keyphrases
- data streams
- high utility itemsets
- closed frequent itemsets
- itemsets
- frequent itemsets
- mining algorithm
- itemset mining
- sliding window
- mining high utility itemsets
- closed itemsets
- stream mining
- high speed data streams
- continuous data streams
- streaming data
- frequent itemset mining
- mining frequent itemsets
- association rule mining
- stream data
- anti monotone
- mining association rules
- frequent closed itemsets
- concept drift
- pattern growth
- association rules
- data stream mining
- continuous queries
- frequent patterns
- pattern mining
- high utility
- transactional data
- data mining algorithms
- transaction databases
- data distribution
- apriori algorithm
- interesting patterns
- tree structure
- condensed representations
- frequent item sets
- frequent pattern mining
- uncertain data
- mining frequent patterns
- candidate generation
- data sets
- xml documents
- data structure