Effectively and Efficiently Mining Frequent Patterns from Dense Graph Streams on Disk.
Peter BraunJuan J. CameronAlfredo CuzzocreaFan JiangCarson Kai-Sang LeungPublished in: KES (2014)
Keyphrases
- frequent patterns
- frequent pattern mining
- pattern mining
- mining frequent patterns
- tree structure
- mining algorithm
- interesting patterns
- sequential patterns
- frequent pattern discovery
- graph mining
- graph patterns
- itemsets
- association rules
- data structure
- data streams
- uncertain data
- mining frequent
- discovery of frequent patterns
- frequent itemsets
- candidate patterns
- main memory
- pattern growth
- apriori algorithm
- mining frequent itemsets
- frequent subgraphs
- discovering frequent
- transactional databases
- frequent pattern tree
- sequential pattern mining
- fp tree
- minimum support
- candidate generation
- graph model
- graph structure
- closed patterns
- maximal frequent
- pattern set
- sliding window
- data sets
- condensed representations
- frequent itemset mining
- database
- structured data