Novel techniques in parameter estimation for fractional dynamical models arising from biological systems.
Fawang LiuKevin BurragePublished in: Comput. Math. Appl. (2011)
Keyphrases
- parameter estimation
- biological systems
- dynamical models
- statistical models
- dynamical model
- gaussian process
- model selection
- dynamical systems
- maximum likelihood
- biologically inspired
- least squares
- markov random field
- complex systems
- visual tracking
- human motion
- em algorithm
- random fields
- expectation maximization
- approximate inference
- computational models
- image sequences
- motion model
- hyperparameters
- motion estimation
- gaussian processes
- markov models
- regression model
- non stationary
- machine learning
- sample size
- video sequences
- random variables