Bayesian Gene Regulatory Network Inference Optimization by means of Genetic Algorithms.
Vitoantonio BevilacquaGiuseppe MastronardiFilippo MenolascinaPaolo PannaraleGiuseppe RomanazziPublished in: J. Univers. Comput. Sci. (2009)
Keyphrases
- gene regulatory networks
- bayesian inference
- genetic algorithm
- dynamic bayesian networks
- bayesian networks
- undirected graphical models
- metropolis hastings algorithm
- reverse engineering
- structure learning
- neural network
- network model
- gene networks
- gene expression data
- posterior distribution
- databases
- probabilistic model
- graphical models
- parameter estimation
- conditional random fields
- relational databases
- artificial intelligence
- exact inference