A Simple But Effective Stream Maximal Frequent Itemset Mining Algorithm.
Haifeng LiNing ZhangPublished in: CIS (2011)
Keyphrases
- mining algorithm
- frequent itemsets
- data streams
- closed frequent itemsets
- itemsets
- association rule mining
- frequent itemset mining
- mining frequent itemsets
- association rules
- discovering frequent
- pruning strategy
- negative association rules
- frequent patterns
- sliding window
- pattern mining
- minimum support
- streaming data
- mining association rules
- incremental mining
- frequent item sets
- data structure
- sequential pattern mining
- sequential patterns
- transaction databases
- mining frequent
- apriori algorithm
- uncertain data
- itemset mining
- condensed representations
- closed itemsets
- high utility itemsets
- data sets
- transaction data
- emerging patterns
- database
- pattern growth
- frequent pattern mining
- interesting patterns
- data mining algorithms
- tree structure
- maximal frequent itemsets
- machine learning
- real world
- frequent pattern tree
- incremental updating
- minimum support threshold
- algorithm for mining association rules