Improved Parameter Estimation for Completely Observed Ordinary Differential Equations with Application to Biological Systems.
Peter GennemarkDag WedelinPublished in: CMSB (2009)
Keyphrases
- parameter estimation
- biological systems
- ordinary differential equations
- maximum likelihood
- biologically inspired
- least squares
- model selection
- em algorithm
- complex systems
- statistical models
- parameter estimation algorithm
- systems biology
- markov random field
- expectation maximization
- biological networks
- artificial intelligence
- approximate inference
- structure learning
- machine learning