Using Graphical Models and Genomic Expression Data to Statistically Validate Models of Genetic Regulatory Networks.
Alexander J. HarteminkDavid K. GiffordTommi S. JaakkolaRichard A. YoungPublished in: Pacific Symposium on Biocomputing (2001)
Keyphrases
- graphical models
- probabilistic model
- belief propagation
- probabilistic inference
- bayesian networks
- influence diagrams
- structure learning
- random variables
- statistical model
- conditional random fields
- conditional independence
- approximate inference
- directed graphical models
- machine learning
- markov networks
- belief networks
- latent variables
- high throughput
- parameter estimation
- higher order