Graph Kernels exploiting Weisfeiler-Lehman Graph Isomorphism Test Extensions.
Giovanni Da San MartinoNicolò NavarinAlessandro SperdutiPublished in: CoRR (2015)
Keyphrases
- graph kernels
- graph isomorphism
- graph data
- structured data
- gaussian processes
- kernel methods
- kernel function
- link prediction
- graph mining
- kernel machines
- data representation
- graph databases
- pattern mining
- relational data
- databases
- edit distance
- similarity matrix
- pattern matching
- regular expressions
- dynamic programming
- special case
- active learning
- feature space
- pattern recognition