Nearly Exact Mining of Frequent Trees in Large Networks.
Ashraf M. KibriyaJan RamonPublished in: ECML/PKDD (1) (2012)
Keyphrases
- tree mining
- frequent patterns
- mining frequent
- frequent sequential patterns
- mining algorithm
- frequent subtrees
- frequent subtree mining
- rooted trees
- sequential pattern mining algorithm
- tree structure
- sequential patterns
- closed patterns
- sequential pattern mining
- sequence mining
- subgraph mining
- data mining
- social network analysis and mining
- transaction databases
- frequent sequences
- discovering frequent
- candidate generation
- maximal frequent
- fp tree
- text mining
- event sequences
- tree structures
- pattern growth
- heterogeneous networks
- frequent pattern mining
- frequent subgraphs
- decision trees
- frequent pattern discovery
- itemsets
- multi dimensional
- social networks
- episode mining
- fit in main memory
- frequent itemsets
- web mining
- network structure
- unordered trees
- computer networks
- interesting patterns