On state and parameter estimation via innovation representation with applications to aquatic ecosystems.
Tatjana Kolemishevska-GugulovskaGeorgi M. DimirovskiMile J. StankovskiPublished in: ECC (2001)
Keyphrases
- parameter estimation
- maximum likelihood
- em algorithm
- least squares
- model selection
- markov random field
- parameter values
- expectation maximization
- random fields
- parameter estimation algorithm
- maximum likelihood estimation
- posterior distribution
- statistical models
- parameters estimation
- approximate inference
- structure learning
- model fitting
- gibbs sampling
- estimation problems
- hidden markov models
- image segmentation
- non stationary
- state space
- parameter estimates
- similarity measure