Inferring Parameters of Gene Regulatory Networks via Particle Filtering.
Xiaohu ShenHaris VikaloPublished in: EURASIP J. Adv. Signal Process. (2010)
Keyphrases
- particle filtering
- gene regulatory networks
- dynamic bayesian networks
- visual tracking
- particle filter
- mean shift
- appearance model
- object tracking
- human motion
- kalman filter
- maximum likelihood
- parameter estimation
- gene expression data
- density function
- network model
- data sets
- reverse engineering
- bayesian inference
- image sequences
- approximate inference
- state variables
- biological data
- proposal distribution
- input data
- pairwise
- bayesian networks
- machine learning