Random Walks, Markov Processes and the Multiscale Modular Organization of Complex Networks.
Renaud LambiotteJean-Charles DelvenneMauricio BarahonaPublished in: IEEE Trans. Netw. Sci. Eng. (2014)
Keyphrases
- random walk
- complex networks
- markov processes
- markov chain
- multiscale
- markov process
- link prediction
- stationary distribution
- network analysis
- transition probabilities
- steady state
- scale free
- community detection
- social network analysis
- social networks
- network structure
- community structure
- markov model
- directed graph
- small world
- stochastic process
- random fields
- non stationary
- state space
- stochastic processes
- image segmentation
- image processing
- information theoretic concepts
- undirected graph
- dynamic programming
- machine learning
- generative model
- bayesian networks