Dual incremental fuzzy schemes for frequent itemsets discovery in streaming numeric data.
Hui ZhengPeng LiQing LiuJinjun ChenGuang-Li HuangJunfeng WuYun XueJing HePublished in: Inf. Sci. (2020)
Keyphrases
- frequent itemsets
- numeric data
- data streams
- discovery of association rules
- itemsets
- condensed representations
- association rules
- frequent itemset mining
- association rule mining
- mining frequent itemsets
- categorical data
- mining algorithm
- concise representation
- frequent itemsets mining
- symbolic data
- frequent patterns
- itemset mining
- sliding window
- transactional databases
- data structure
- mining association rules
- frequent set mining
- pruning strategy
- frequent closed itemsets
- data mining
- frequent pattern mining
- streaming data
- multi dimensional
- parallel algorithm
- closed itemsets
- transaction databases
- uncertain data
- pattern discovery
- knowledge discovery
- similarity measure
- maximal frequent itemsets
- data sets
- cluster analysis
- interesting patterns
- concept drift
- high dimensional
- formal concept analysis
- database