Towards an Integrated Protein-Protein Interaction Network: A Relational Markov Network Approach.
Ariel JaimovichGal ElidanHanah MargalitNir FriedmanPublished in: J. Comput. Biol. (2006)
Keyphrases
- markov networks
- protein protein interaction networks
- graphical models
- belief propagation
- maximum likelihood
- first order logic
- bayesian inference
- bayesian networks
- markov random field
- biological networks
- probabilistic model
- conditional random fields
- posterior probability
- data model
- hidden variables
- functional modules
- scale free
- conditional probabilities
- inductive logic programming
- document classification
- structure learning
- parameter estimation
- biomedical literature
- probability distribution
- random variables
- genomic data
- graph cuts
- data sets