First-passage time distribution for random walks on complex networks using inverse Laplace transform and mean-field approximation.
Mucong DingKwok Yip SzetoPublished in: CoRR (2018)
Keyphrases
- random walk
- complex networks
- laplace transform
- link prediction
- transition probability matrix
- network analysis
- transition probabilities
- markov chain
- social network analysis
- scale free
- community detection
- stationary distribution
- community structure
- social networks
- graph theory
- diffusion model
- network structure
- directed graph
- scale free networks
- biological networks
- network evolution
- probability distribution
- spectral methods
- information theoretic concepts
- functional modules
- small world
- state space
- reinforcement learning
- community discovery
- clustering coefficient
- bipartite graph
- power law distribution
- steady state
- dynamic programming