A sparse Bayesian learning based approach to Inferring Gene Regulatory Networks.
Nitin K. SinghAishwarya SundaresanMathukumalli VidyasagarPublished in: GlobalSIP (2013)
Keyphrases
- gene regulatory networks
- sparse bayesian learning
- gene expression data
- reverse engineering
- network model
- biological data
- bayesian inference
- gene expression
- dynamic bayesian networks
- relevance vector machine
- undirected graphical models
- microarray
- machine learning
- prior information
- markov networks
- microarray data
- high throughput
- least squares
- probabilistic model
- feature extraction
- image segmentation