Delayed and Hidden Variables Interactions in Gene Regulatory Networks.
Mina Moradi KordmahallehMohammad Gorji SefidmazgiAbdollah HomaifarAli KarimoddiniAnthony Guiseppi-ElieJoseph L. GravesPublished in: BIBE (2014)
Keyphrases
- hidden variables
- gene regulatory networks
- bayesian inference
- probabilistic model
- bayesian networks
- markov networks
- generative model
- gene expression data
- network model
- reverse engineering
- biological data
- latent variables
- em algorithm
- dynamic bayesian networks
- structure learning
- hyperparameters
- prior information
- missing values
- data analysis
- computer vision
- machine learning
- gene expression
- low dimensional
- least squares