Bayesian Models and Gibbs Sampling Strategies for Local Graph Alignment and Motif Identification in Stochastic Biological Networks.
Ting ChenRui JiangFengzhu SunPublished in: Commun. Inf. Syst. (2009)
Keyphrases
- biological networks
- graph mining
- link prediction
- gene expression
- biological data
- pattern mining
- complex networks
- random walk
- community detection
- biological systems
- parameter estimation
- microarray
- markov random field
- machine learning
- high throughput
- dimensionality reduction
- community structure
- probabilistic model
- bayesian inference
- data analysis
- bayesian networks
- social networks