Fast Discovery of Frequent Itemsets through Clustering and Decomposition.
Tsui-Ping ChangPublished in: Smart Comput. Rev. (2012)
Keyphrases
- frequent itemsets
- discovery of association rules
- itemsets
- condensed representations
- frequent itemset mining
- association rules
- mining frequent itemsets
- association rule mining
- concise representation
- data streams
- itemset mining
- mining algorithm
- frequent itemsets mining
- transactional databases
- clustering method
- transaction databases
- data structure
- clustering algorithm
- parallel algorithm
- interesting patterns
- k means
- data mining
- closed itemsets
- knowledge discovery
- minimum support
- frequent sets
- frequent set mining
- constraint based mining
- prefix tree
- frequent item sets
- mining association rules
- frequent pattern mining
- transaction data
- pruning strategy
- categorical data
- maximal frequent itemsets
- uncertain data
- closed frequent itemsets
- dense datasets
- deduction rules
- sequential patterns
- outlier detection
- interesting itemsets
- data sets