Parallel and Distributed Mining of Probabilistic Frequent Itemsets Using Multiple GPUs.
Yusuke KozawaToshiyuki AmagasaHiroyuki KitagawaPublished in: DEXA (1) (2013)
Keyphrases
- frequent itemsets
- itemsets
- uncertain data
- mining algorithm
- mining frequent itemsets
- frequent itemset mining
- association rule mining
- association rules
- frequent patterns
- data streams
- closed frequent itemsets
- mining association rules
- transactional databases
- frequent closed itemsets
- itemset mining
- discovery of association rules
- data structure
- interesting patterns
- transaction databases
- constraint based mining
- concise representation
- frequent pattern mining
- frequent itemsets mining
- parallel processing
- mining frequent patterns
- discovering association rules
- closed itemsets
- parallel programming
- pattern growth
- emerging patterns
- transaction data
- frequent item sets
- apriori algorithm
- condensed representations
- pruning strategy
- generalized association rules
- frequent set mining
- dense datasets
- graphics processing units
- mining of frequent itemsets
- data mining
- algorithms for mining association rules
- fp tree
- mining frequent
- data warehouse
- knowledge discovery