Inferring gene regulatory networks with nonlinear models via exploiting sparsity.
Amina NoorErchin SerpedinMohamed N. NounouHazem N. NounouPublished in: ICASSP (2012)
Keyphrases
- gene regulatory networks
- nonlinear models
- network model
- gene expression data
- reverse engineering
- linear model
- linear models
- biological data
- dynamic bayesian networks
- high dimensional
- logistic regression
- bayesian inference
- statistical models
- neural network
- structure learning
- machine learning
- high dimensional data
- data points
- control law
- prior knowledge
- reinforcement learning
- decision trees