Bayesian Collective Markov Random Fields for Subcellular Localization Prediction of Human Proteins.
Lu ZhuMartin EsterPublished in: BCB (2017)
Keyphrases
- subcellular localization
- markov random field
- belief propagation
- higher order
- graph cuts
- random fields
- parameter estimation
- maximum a posteriori
- mrf model
- image restoration
- image segmentation
- potential functions
- energy function
- drug discovery
- pairwise
- low level vision
- posterior distribution
- maximum entropy
- feature ranking
- gauss markov random fields
- subcellular location
- maximum likelihood
- markov networks
- bayesian inference
- machine learning
- neural network
- biologically inspired
- conditional random fields
- bayesian networks
- image processing