GPU acceleration of probabilistic frequent itemset mining from uncertain databases.
Yusuke KozawaToshiyuki AmagasaHiroyuki KitagawaPublished in: CIKM (2012)
Keyphrases
- uncertain databases
- frequent itemset mining
- frequent itemsets
- itemsets
- association rule mining
- uncertain data
- pattern mining
- itemset mining
- sequential pattern mining
- mining algorithm
- graph mining
- pattern growth
- mining frequent
- apriori algorithm
- association rules
- data mining
- frequent pattern mining
- frequent patterns
- candidate generation
- sequential patterns
- formal semantics
- pruning strategy
- minimum support
- data streams
- data sets
- supervised learning
- frequent item sets