A Bayesian Graph Clustering Approach Using the Prior Based on Degree Distribution.
Naoyuki HaradaYuta IshikawaIchiro TakeuchiRyohei NakanoPublished in: ICONIP (1) (2009)
Keyphrases
- graph clustering
- degree distribution
- prior distribution
- scale free
- bipartite graph
- community detection
- complex networks
- clustering method
- power law
- community structure
- social networks
- network analysis
- heavy tailed
- bayesian methods
- weighted graph
- small world
- link prediction
- clustering coefficient
- biological networks
- maximum likelihood
- spectral clustering
- bayesian inference
- social network analysis
- posterior distribution
- k means
- prior knowledge
- prior information
- bayesian networks
- pairwise
- probability distribution
- normalized cut
- graph cuts
- random walk
- network structure
- maximum a posteriori
- clustering algorithm