Potts model based on a Markov process computation solves the community structure problem effectively.
Hui-Jia LiYong WangLing-Yun WuJunhua ZhangXiang-Sun ZhangPublished in: CoRR (2015)
Keyphrases
- markov process
- community structure
- complex networks
- community detection
- markov chain
- stochastic process
- markov processes
- social networks
- stationary distribution
- real world networks
- network analysis
- overlapping communities
- communities in social networks
- community detection algorithms
- transition probabilities
- markov random field
- community formation
- graph cuts
- bipartite networks
- stochastic processes
- social network analysis
- image segmentation
- densely connected
- learning algorithm