Parameter estimation of biological phenomena modeled by S-systems: An Extended Kalman filter approach.
Nader MeskinHazem N. NounouMohamed N. NounouAniruddha DattaEdward R. DoughertyPublished in: CDC/ECC (2011)
Keyphrases
- parameter estimation
- maximum likelihood
- least squares
- markov random field
- random fields
- model selection
- parameter values
- em algorithm
- statistical models
- parameter estimation algorithm
- expectation maximization
- posterior distribution
- model fitting
- machine learning
- higher order
- approximate inference
- maximum likelihood estimation
- structure learning
- estimation problems
- parameters estimation