Scalable Vertical Mining for Big Data Analytics of Frequent Itemsets.
Carson K. LeungHao ZhangJoglas SouzaWookey LeePublished in: DEXA (1) (2018)
Keyphrases
- frequent itemsets
- itemsets
- frequent itemset mining
- big data analytics
- mining algorithm
- mining frequent itemsets
- association rules
- association rule mining
- mining of frequent itemsets
- closed frequent itemsets
- transaction databases
- frequent patterns
- data streams
- mining association rules
- transactional databases
- itemset mining
- closed itemsets
- discovery of association rules
- emerging patterns
- frequent pattern mining
- constraint based mining
- big data
- concise representation
- frequent itemsets mining
- data structure
- minimum support
- maximal frequent itemsets
- pruning strategy
- dense datasets
- interesting patterns
- frequent closed itemsets
- uncertain data
- discovering association rules
- data mining
- frequent set mining
- generalized association rules
- frequent item sets
- fp tree
- transaction data
- pattern mining
- sliding window
- data sets
- knowledge discovery
- frequent itemset discovery
- condensed representations
- frequent closed
- previously discovered
- social media