Genomic data assimilation using a higher moment filtering technique for restoration of gene regulatory networks.
Takanori HasegawaTomoya MoriRui YamaguchiTeppei ShimamuraSatoru MiyanoSeiya ImotoTatsuya AkutsuPublished in: BMC Syst. Biol. (2015)
Keyphrases
- genomic data
- gene regulatory networks
- gene expression data
- biological data
- high throughput
- gene expression
- systems biology
- microarray
- microarray data
- reverse engineering
- biological networks
- data analysis
- feature selection
- network model
- data sets
- protein protein interactions
- high dimensionality
- statistical methods
- data integration
- knowledge discovery
- data sources
- high dimensional
- gene expression profiles
- gene selection
- high dimensional data
- low cost
- dynamic bayesian networks
- genome wide
- biological knowledge