Integration of candidate hash trees in concurrent processing of frequent itemset queries using Apriori.
Przemyslaw GrudzinskiMarek WojciechowskiPublished in: Control. Cybern. (2009)
Keyphrases
- frequent itemsets
- itemsets
- efficient processing
- candidate generation
- frequent itemset mining
- association rules
- association rule mining
- data structure
- data streams
- mining frequent itemsets
- mining algorithm
- pruning strategy
- query processing
- frequent itemsets mining
- query language
- decision trees
- itemset mining
- discovery of association rules
- transactional databases
- range queries
- database
- emerging patterns
- mining association rules
- frequent patterns
- fp growth
- uncertain data
- minimum support
- candidate set
- frequent pattern mining
- tree patterns
- mining frequent patterns
- frequent itemset discovery
- frequent item sets
- apriori algorithm
- index structure
- knowledge discovery
- condensed representations
- data mining algorithms
- maximal frequent itemsets
- pattern set
- nearest neighbor
- data mining