Analyzing Tandem Mass Spectra: A Graphical Models Perspective.
John T. HalloranPublished in: AMBN (2017)
Keyphrases
- graphical models
- tandem mass spectra
- belief propagation
- random variables
- probabilistic model
- approximate inference
- bayesian networks
- probabilistic graphical models
- probabilistic inference
- conditional random fields
- belief networks
- markov networks
- structure learning
- exact inference
- map inference
- factor graphs
- message passing
- protein sequences
- prior knowledge
- conditional independence
- logic programs
- high throughput
- query processing
- data mining