Probabilistic Frequent Itemset Mining on a GPU Cluster.
Yusuke KozawaToshiyuki AmagasaHiroyuki KitagawaPublished in: IEICE Trans. Inf. Syst. (2014)
Keyphrases
- frequent itemset mining
- uncertain databases
- frequent itemsets
- pattern mining
- itemsets
- association rule mining
- sequential pattern mining
- data mining
- graph mining
- itemset mining
- data points
- uncertain data
- association rules
- mapreduce framework
- clustering algorithm
- preprocessing
- mining algorithm
- pattern growth
- frequent subtree mining
- mining frequent
- sequential patterns
- information retrieval
- mining frequent itemsets
- data streams
- subspace clusters
- data sets
- small number