Tracking of time-varying genomic regulatory networks with a LASSO-Kalman smoother.
Jehandad KhanNidhal BouaynayaHassan M. Fathallah-ShaykhPublished in: EURASIP J. Bioinform. Syst. Biol. (2014)
Keyphrases
- regulatory networks
- kalman filter
- escherichia coli
- microarray
- gene expression
- gene expression data
- high throughput
- gene regulatory networks
- particle filter
- particle filtering
- mean shift
- feature selection
- visual tracking
- object tracking
- appearance model
- least squares
- systems biology
- high precision
- sample size
- sparse representation
- high dimensional data
- statistical analysis
- binding sites
- biological processes
- video sequences
- data sets