Parameter Estimation of Kinetic Rates in Stochastic Reaction Networks by the EM Method.
András HorváthDaniele ManiniPublished in: BMEI (1) (2008)
Keyphrases
- parameter estimation
- em algorithm
- maximum likelihood
- expectation maximization
- maximum likelihood estimation
- model fitting
- markov random field
- least squares
- model selection
- parameter estimation algorithm
- random fields
- statistical models
- segmentation algorithm
- parameter values
- pairwise
- image segmentation
- gibbs sampling
- parameters estimation
- image processing
- higher order
- covariance matrix
- posterior distribution
- similarity measure
- structure learning
- parameter learning