Parameter Estimation in Systems Biology Models by Using Extended Kalman Filter.
Michal CapinskiAndrzej PolanskiPublished in: ICMMI (2015)
Keyphrases
- parameter estimation
- statistical models
- systems biology
- model selection
- maximum likelihood
- least squares
- markov random field
- em algorithm
- biological systems
- high throughput
- extended kalman filter
- expectation maximization
- structure learning
- complex systems
- approximate inference
- biological data
- video sequences
- data mining
- neural network
- data sets