Inference of Noisy Nonlinear Differential Equation Models for Gene Regulatory Networks Using Genetic Programming and Kalman Filtering.
Lijun QianHaixin WangEdward R. DoughertyPublished in: IEEE Trans. Signal Process. (2008)
Keyphrases
- differential equations
- kalman filtering
- gene regulatory networks
- ordinary differential equations
- kalman filter
- dynamic bayesian networks
- difference equations
- particle filtering
- dynamical systems
- network model
- bayesian inference
- probabilistic inference
- numerical solution
- reverse engineering
- image processing
- gene expression data
- model selection
- least squares
- probabilistic model
- video sequences
- bayesian networks