A mixture-of-experts approach for gene regulatory network inference.
Borong ShaoNiklas LavessonVeselka BoevaRaja Khurram ShahzadPublished in: Int. J. Data Min. Bioinform. (2016)
Keyphrases
- gene regulatory networks
- undirected graphical models
- dynamic bayesian networks
- bayesian inference
- reverse engineering
- graphical models
- network model
- gene networks
- gene expression data
- structure learning
- conditional random fields
- biological data
- bayesian networks
- probabilistic inference
- exact inference
- metropolis hastings algorithm
- random fields
- prior information
- probabilistic model
- graph cuts
- expectation maximization
- software engineering
- structured prediction
- probabilistic graphical models
- exponential family
- data sets