Inference of Nonlinear ODE-Based Gene Regulatory Networks via Intrinsically Bayesian Robust Kalman Filtering.
Roozbeh DehghannasiriMohammad Shahrokh EsfahaniEdward R. DoughertyPublished in: BCB (2016)
Keyphrases
- kalman filtering
- gene regulatory networks
- ordinary differential equations
- bayesian inference
- kalman filter
- dynamic bayesian networks
- reverse engineering
- gene expression data
- bayesian networks
- particle filtering
- network model
- prior information
- biological data
- maximum likelihood
- data sets
- markov networks
- neural network
- super resolution
- software engineering
- knowledge discovery
- probabilistic model
- image segmentation
- image processing