Inference of disease-specific gene interaction network using a Bayesian network learned by genetic algorithm.
Daye JeongYunku YeuJaegyoon AhnYoungmi YoonSanghyun ParkPublished in: SAC (2015)
Keyphrases
- bayesian networks
- genetic algorithm
- probabilistic inference
- protein protein interaction networks
- junction tree
- bayesian network structure
- network model
- disease genes
- probabilistic reasoning
- inference in bayesian networks
- interaction networks
- dynamic bayesian networks
- efficient learning
- protein interaction
- neural network
- bayesian network inference
- exact inference
- graphical models
- wireless sensor networks
- probabilistic model
- gene ontology
- gene regulatory networks
- gene expression data
- learning bayesian networks
- evolutionary algorithm
- feature selection
- structure learning
- gene function
- network structure