A graphical model to determine the subcellular protein location in artificial tissues.
Estelle Glory-AfsharElvira Osuna-HighleyBrian GrangerRobert F. MurphyPublished in: ISBI (2010)
Keyphrases
- graphical models
- belief propagation
- subcellular localization
- random variables
- probabilistic inference
- probabilistic graphical models
- probabilistic model
- approximate inference
- structure learning
- conditional random fields
- bayesian networks
- protein function
- belief networks
- factor graphs
- markov networks
- exact inference
- conditional dependencies
- graph structure
- conditional independence
- protein protein interactions
- protein interaction
- protein sequences
- message passing
- map inference
- nonparametric belief propagation
- graph cuts
- pairwise
- three dimensional
- protein structure
- prior knowledge