Faster and more accurate graphical model identification of tandem mass spectra using trellises.
Shengjie WangJohn T. HalloranJeff A. BilmesWilliam S. NoblePublished in: Bioinform. (2016)
Keyphrases
- graphical models
- tandem mass spectra
- belief propagation
- random variables
- probabilistic model
- probabilistic graphical models
- probabilistic inference
- conditional random fields
- approximate inference
- map inference
- factor graphs
- markov networks
- bayesian networks
- structure learning
- high quality
- conditional independence
- message passing
- belief networks
- gaussian graphical models
- nonparametric belief propagation
- exact inference
- d objects
- reinforcement learning
- three dimensional