Using higher-order Markov models to reveal flow-based communities in networks.
Vsevolod SalnikovMichael T. SchaubRenaud LambiottePublished in: CoRR (2016)
Keyphrases
- markov models
- higher order
- low order
- community structure
- community detection
- social networks
- transition probabilities
- markov model
- high order
- complex networks
- sequence classification
- hidden markov models
- markov random field
- hidden state
- conditional random fields
- maximum entropy
- social network analysis
- pairwise
- network structure
- reinforcement learning