Parallelization of FP-growth Algorithm for Mining Probabilistic Numerical Data Based on MapReduce.
Bin PeiXiuzhen WangFenmei WangPublished in: ISCID (2) (2016)
Keyphrases
- numerical data
- fp growth algorithm
- association rules
- frequent pattern mining
- fp tree
- apriori algorithm
- frequent item sets
- transaction databases
- categorical data
- association rules mining
- frequent patterns
- itemsets
- frequent itemsets
- uncertain data
- data structure
- mining algorithm
- numerical attributes
- data sets
- pattern mining
- association rule mining
- data mining techniques
- mining association rules
- mining frequent itemsets
- cluster analysis
- knowledge discovery
- sequential pattern mining
- association mining
- probabilistic model
- text mining
- sequential patterns
- frequent itemset mining
- database
- symbolic data
- data mining
- emerging patterns
- data mining algorithms
- interesting patterns
- itemset mining
- pattern discovery