Mining large graphs and streams using matrix and tensor tools.
Christos FaloutsosTamara G. KoldaJimeng SunPublished in: SIGMOD Conference (2007)
Keyphrases
- transactional data
- stream mining
- multiple data streams
- structure tensor
- knowledge discovery
- trace norm
- projection matrices
- pattern mining
- data streams
- graph patterns
- graph data
- software repositories
- real time
- graph matching
- adjacency matrix
- association rule mining
- higher order
- continuous data streams
- graph mining
- frequent subgraphs
- itemsets
- text mining
- graph theory
- mining algorithm
- factorization method
- end users
- quasi cliques