Parameter Estimation of the Kinetic \alpha α -Pinene Isomerization Model Using the MCSFilter Algorithm.
Andreia AmadorFlorbela P. FernandesLino O. SantosAndrey RomanenkoAna Maria A. C. RochaPublished in: ICCSA (2) (2018)
Keyphrases
- parameter estimation
- em algorithm
- expectation maximization
- model fitting
- parameter estimation algorithm
- parameter values
- maximum likelihood estimation
- statistical models
- parameters estimation
- gibbs sampling
- markov random field
- least squares
- model selection
- parameter estimates
- probabilistic model
- random fields
- closed form
- maximum likelihood
- energy function
- experimental data
- approximate inference
- bayesian framework
- k means
- markov chain monte carlo
- prior information
- estimation problems
- bayesian model selection
- shape model
- estimation algorithm
- image sequences
- kalman filter
- monte carlo
- higher order
- similarity measure