Bayesian Methods for Elucidating Genetic Regulatory Networks.
Alexander J. HarteminkDavid K. GiffordTommi S. JaakkolaRichard A. YoungPublished in: IEEE Intell. Syst. (2002)
Keyphrases
- bayesian methods
- genetic regulatory networks
- steady state
- reverse engineering
- gene regulatory networks
- qualitative simulation
- model selection
- ordinary differential equations
- gaussian processes
- bayesian framework
- qualitative models
- biological networks
- machine learning
- learning algorithm
- hyperparameters
- qualitative reasoning
- network model
- gaussian process
- software engineering
- data sets
- gene expression data
- support vector
- markov chain