Exploiting GPU and cluster parallelism in single scan frequent itemset mining.
Youcef DjenouriDjamel DjenouriAsma BelhadiAlberto CanoPublished in: Inf. Sci. (2019)
Keyphrases
- frequent itemset mining
- single scan
- frequent itemsets
- itemsets
- association rule mining
- association rules
- parallel processing
- parallel computation
- parallel computing
- mining algorithm
- frequent item sets
- data streams
- itemset mining
- clustering algorithm
- pruning strategy
- mining association rules
- data structure
- graph mining
- frequent pattern mining
- frequent patterns
- mapreduce framework
- pattern mining
- data mining
- interesting patterns
- minimum support
- mining frequent
- sequential pattern mining
- apriori algorithm
- association mining
- similarity measure
- data sets
- website
- data points
- shared memory
- database
- data mining algorithms
- data analysis
- high dimensional