Random Walk Kernel Applications to Classification Using Support Vector Machines.
Vasileios GavriilidisAnastasios TefasPublished in: ICPR (2014)
Keyphrases
- random walk
- classification using support vector machines
- support vector machine
- kernel function
- multiresolution
- kernel methods
- markov chain
- link prediction
- directed graph
- support vector
- multi db
- graph laplacian
- transition probabilities
- flow graph
- scheduling problem
- markov random walk
- spectral methods
- image processing
- stationary distribution
- machine learning
- multiple kernel learning
- similarity function