A frequent itemset reduction algorithm for global pattern mining on distributed data streams.
ShaliniSanjay Kumar JainPublished in: IC3 (2017)
Keyphrases
- pattern mining
- itemsets
- frequent itemset mining
- distributed data streams
- frequent itemsets
- mining algorithm
- data streams
- frequent patterns
- frequent pattern mining
- itemset mining
- constraint based mining
- association rule mining
- interesting patterns
- association rules
- pattern discovery
- graph mining
- pattern growth
- data mining
- minimum support
- mining frequent
- sequential pattern mining
- mining association rules
- transaction databases
- data structure
- apriori algorithm
- discovering frequent
- emerging patterns
- data mining techniques
- subgroup discovery
- pruning strategy
- frequent item sets
- incremental mining
- closed itemsets
- graph patterns
- mining frequent itemsets
- data mining algorithms
- databases
- maximal frequent itemsets
- frequent closed itemsets
- sliding window
- tree structure
- mining frequent patterns
- condensed representations
- transactional databases
- candidate generation
- sequential patterns
- distributed environment
- database