On the Reconstruction of Gene Regulatory Networks from Noisy Expression Profiles.
Nasimul NomanHitoshi IbaPublished in: IEEE Congress on Evolutionary Computation (2006)
Keyphrases
- gene regulatory networks
- expression profiles
- gene networks
- gene expression data
- reverse engineering
- microarray
- cell cycle
- network model
- systems biology
- regulatory networks
- gene expression profiles
- gene expression
- dynamic bayesian networks
- biological data
- bayesian inference
- structure learning
- gene function
- biological networks
- biological processes
- high throughput
- parameter estimation
- high dimensionality
- statistical analysis
- graphical models
- bayesian networks