Parameter estimation for Boolean models of biological networks.
Elena S. DimitrovaLuis David García-PuenteFranziska HinkelmannAbdul Salam JarrahReinhard C. LaubenbacherBrandilyn StiglerMichael Eugene StillmanPaola Vera-LiconaPublished in: Theor. Comput. Sci. (2011)
Keyphrases
- parameter estimation
- statistical models
- model selection
- biological networks
- maximum likelihood
- random fields
- least squares
- markov random field
- em algorithm
- parameter estimation algorithm
- biological systems
- expectation maximization
- parameter estimates
- gene expression
- approximate inference
- biological data
- structure learning
- stochastic logic programs
- machine learning
- biologically inspired
- network analysis
- complex networks
- graphical models