A Continuous-Time Quantum Walk Kernel for Unattributed Graphs.
Luca RossiAndrea TorselloEdwin R. HancockPublished in: GbRPR (2013)
Keyphrases
- graph kernels
- quantum computing
- kernel function
- markov chain
- graph embedding
- graph theory
- dynamical systems
- feature space
- random walk
- quantum inspired
- kernel machines
- support vector
- component analysis
- graph representation
- information retrieval
- reproducing kernel hilbert space
- graph theoretic
- kernel matrix
- subgraph isomorphism
- gaussian processes
- graph model
- directed graph
- semi supervised
- convolution kernel
- adjacency matrix
- kernel regression
- kernel pca
- stochastic processes
- graph databases
- kernel methods
- state space
- feature extraction