Fast depth-based subgraph kernels for unattributed graphs.
Lu BaiEdwin R. HancockPublished in: Pattern Recognit. (2016)
Keyphrases
- graph mining
- graph databases
- graph classification
- graph kernels
- subgraph isomorphism
- subgraph matching
- graph data
- labeled graphs
- frequent subgraph mining
- graph properties
- connected subgraphs
- kernel function
- dense subgraphs
- graph matching
- depth information
- maximum clique
- graph search
- frequent subgraphs
- gaussian processes
- support vector
- depth map
- kernel methods
- graph representation
- subgraph mining
- graph theory
- query graph
- directed graph
- weighted graph
- pattern mining
- graph theoretic
- community discovery
- positive definite
- graph structure
- small world
- similarity graph
- reproducing kernel hilbert space
- biological networks