A Tree-Based Kernel for Graphs.
Giovanni Da San MartinoNicolò NavarinAlessandro SperdutiPublished in: SDM (2012)
Keyphrases
- graph kernels
- kernel function
- support vector
- graph embedding
- component analysis
- graph matching
- kernel methods
- graph mining
- graph representation
- linear combination
- kernel regression
- kernel learning
- reproducing kernel hilbert space
- graph theoretic
- gaussian processes
- graph theory
- input space
- graph partitioning
- kernel density estimation
- kernel machines
- graph structure
- positive definite
- kernel space
- convolution kernel