MaNIACS: Approximate Mining of Frequent Subgraph Patterns through Sampling.
Giulia PretiGianmarco De Francisci MoralesMatteo RiondatoPublished in: KDD (2021)
Keyphrases
- mining frequent
- frequent patterns
- frequent subgraphs
- subgraph mining
- frequent subtree mining
- maximal frequent
- frequent subgraph mining
- frequent sequential patterns
- approximate functional dependencies
- closed patterns
- itemsets
- mining algorithm
- sequential pattern mining algorithm
- discovering frequent
- knowledge discovery
- frequent pattern discovery
- transaction databases
- pattern growth
- data mining
- sequential pattern mining
- text mining
- interesting patterns
- graph mining
- data mining algorithms
- sampling algorithm
- data mining methods
- data sets
- episode mining
- sample size
- spatial data
- monte carlo
- web mining
- sequential patterns
- maximal frequent itemsets
- random sampling
- mining frequent itemsets
- frequent pattern mining
- sampling strategy
- fp tree
- event sequences