Leveraging developmental landscapes for model selection in Boolean gene regulatory networks.
Ajay SubbaroyanPriyotosh SilOlivier C. MartinAreejit SamalPublished in: Briefings Bioinform. (2023)
Keyphrases
- model selection
- gene regulatory networks
- boolean networks
- reverse engineering
- cross validation
- network model
- gene expression data
- parameter estimation
- hyperparameters
- sample size
- biological data
- regression model
- machine learning
- bayesian inference
- structure learning
- feature selection
- gaussian process
- dynamic bayesian networks
- gene expression
- high throughput
- software engineering
- upper bound