Random Walks, Markov Processes and the Multiscale Modular Organization of Complex Networks.
Renaud LambiotteJean-Charles DelvenneMauricio BarahonaPublished in: CoRR (2015)
Keyphrases
- random walk
- markov processes
- complex networks
- markov chain
- multiscale
- markov process
- link prediction
- stationary distribution
- transition probabilities
- network analysis
- steady state
- community detection
- scale free
- network structure
- social network analysis
- stochastic processes
- community structure
- random fields
- image processing
- social networks
- stochastic process
- non stationary
- state space
- markov model
- directed graph
- biological networks
- small world
- information theoretic concepts
- maximum entropy
- link structure
- conditional random fields
- image segmentation