A maximum a-posteriori based algorithm for dynamic load model parameter estimation.
Siming GuoThomas J. OverbyePublished in: SmartGridComm (2015)
Keyphrases
- parameter estimation
- em algorithm
- expectation maximization
- maximum likelihood
- markov random field
- maximum a posteriori
- map estimation
- posterior distribution
- bayesian framework
- energy function
- parameter estimation algorithm
- probabilistic model
- mrf model
- model fitting
- least squares
- random fields
- likelihood function
- estimation algorithm
- prior model
- markov chain monte carlo
- parameter estimates
- hyperparameters
- generative model
- model selection
- k means
- posterior probability
- cost function
- machine learning
- label field
- image segmentation
- approximate inference
- image reconstruction
- edge detection