Parameter estimation for dynamical systems with discrete events and logical operations.
Fabian FröhlichFabian J. TheisJoachim O. RädlerJan HasenauerPublished in: Bioinform. (2017)
Keyphrases
- parameter estimation
- dynamical systems
- logical operations
- maximum likelihood
- least squares
- model selection
- state space
- statistical models
- dynamic systems
- random fields
- markov random field
- nonlinear dynamical systems
- parameter estimation algorithm
- em algorithm
- expectation maximization
- approximate inference
- parameter estimates
- predictive state representations
- edge detection
- partially observable markov decision processes
- image processing