Bootstrapping Parameter Estimation in Dynamic Systems.
Huma LodhiDavid R. GilbertPublished in: Discovery Science (2011)
Keyphrases
- parameter estimation
- dynamic systems
- complex systems
- maximum likelihood
- discrete event
- markov random field
- least squares
- qualitative reasoning
- random fields
- model selection
- em algorithm
- dynamical systems
- statistical models
- parameter values
- consistency based diagnosis
- qualitative models
- information extraction
- parameter estimation algorithm
- approximate inference
- model fitting
- expectation maximization
- posterior distribution
- particle filter
- model based diagnosis
- structure learning
- probabilistic model
- parameter estimates
- estimation problems
- three dimensional
- image processing