A comparative study of the time-series data for inference of gene regulatory networks using B-Spline.
Haixin WangJames E. GloverLijun QianPublished in: CIBCB (2010)
Keyphrases
- b spline
- gene regulatory networks
- genetic regulatory networks
- dynamic bayesian networks
- bayesian inference
- reverse engineering
- gene expression data
- network model
- control points
- basis functions
- boolean networks
- least squares
- bayesian networks
- structure learning
- biological data
- probabilistic inference
- probabilistic model
- particle filtering
- prior information
- high dimensional
- machine learning
- markov networks
- high throughput
- linear combination
- software engineering
- feature selection