Inference of Gene Regulatory Networks by Extended Kalman Filtering using Gene Expression Time Series Data.
Ramouna FouladiEmad FatemizadehSeyed Shahriar ArabPublished in: BIOINFORMATICS (2012)
Keyphrases
- kalman filtering
- gene expression
- gene regulatory networks
- gene expression data
- gene regulation
- gene interactions
- regulatory networks
- dynamic bayesian networks
- kalman filter
- microarray
- particle filtering
- biological processes
- bayesian inference
- gene expression patterns
- systems biology
- biological networks
- microarray data
- biological knowledge
- gene networks
- reverse engineering
- network model
- gene expression profiles
- bayesian networks
- visual tracking
- structure learning
- interaction networks
- particle filter
- high dimensional
- probabilistic inference
- human motion
- saccharomyces cerevisiae
- experimental conditions
- transcription factors
- high dimensionality
- high throughput
- object tracking
- statistical analysis