Incremental mining frequent itemsets based on the trie structure and the pre-large itemsets.
Thien-Phuong LeBay VoTzung-Pei HongBac LePublished in: GrC (2011)
Keyphrases
- itemsets
- frequent itemsets
- mining algorithm
- incremental mining
- data structure
- candidate generation
- frequent itemset mining
- association rule mining
- fp tree
- association rules
- itemset mining
- data streams
- frequent patterns
- frequent pattern mining
- mining frequent itemsets
- pattern mining
- closed itemsets
- transactional databases
- tree structure
- mining association rules
- emerging patterns
- frequent itemsets mining
- incremental updating
- sequential patterns
- concise representation
- frequent sets
- interesting itemsets
- pruning strategy
- transaction data
- minimum support
- data mining algorithms
- frequent item sets
- condensed representations
- apriori algorithm
- sliding window
- transaction databases
- candidate itemsets
- closed frequent itemsets
- data sets
- sequential pattern mining
- connected components
- frequent closed itemsets
- data mining