GLaSS: Semi-supervised Graph Labelling with Markov Random Walks to Absorption.
Max GlonekJonathan TukeLewis MitchellNigel G. BeanPublished in: COMPLEX NETWORKS (1) (2018)
Keyphrases
- random walk
- semi supervised
- markov chain
- directed graph
- markov random walk
- flow graph
- link prediction
- semi supervised learning
- transition probability matrix
- stationary distribution
- labeled data
- markov model
- graph laplacian
- transition probabilities
- label propagation
- active learning
- semi supervised classification
- web graph
- directed acyclic graph
- unlabeled data
- supervised learning
- spectral methods
- average degree
- graph construction
- pagerank algorithm
- nodes of a graph