Automated Identification of Core Regulatory Genes in Human Gene Regulatory Networks.
Vipin NarangMuhamad Azfar RamliAmit SinghalPavanish KumarGennaro de LiberoMichael PoidingerChristopher P. MonterolaPublished in: PLoS Comput. Biol. (2015)
Keyphrases
- gene regulatory networks
- gene regulatory
- gene regulation
- gene expression data
- genetic regulatory networks
- reverse engineering
- network model
- yeast cell cycle
- regulatory networks
- microarray gene expression data
- gene interactions
- gene networks
- systems biology
- gene expression
- biological data
- boolean networks
- bayesian inference
- biological processes
- biological networks
- saccharomyces cerevisiae
- dynamic bayesian networks
- gene function
- clustering gene expression data
- high throughput
- microarray
- neural network
- biological knowledge
- transcription factors
- structure learning
- nearest neighbor
- protein interaction
- signaling pathways
- biological systems
- artificial intelligence
- machine learning
- data sets