Differential Network Analysis via Weighted Fused Conditional Gaussian Graphical Model.
Le Ou-YangXiao-Fei ZhangXiaohua HuHong YanPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2020)
Keyphrases
- network analysis
- graphical models
- social network analysis
- belief propagation
- graphical structure
- probabilistic model
- chain graphs
- random variables
- probabilistic graphical models
- text mining
- network structure
- bayesian networks
- complex networks
- probabilistic inference
- approximate inference
- conditional random fields
- link prediction
- markov networks
- map inference
- structure learning
- graph structure
- maximum likelihood
- conditional independence
- databases
- conditional dependencies
- conditional probabilities
- belief networks
- graph theory
- community structure
- factor graphs
- exact inference
- gaussian graphical models