Integrating multi-platform genomic data using hierarchical Bayesian relevance vector machines.
Sanvesh SrivastavaWenyi WangGaniraju ManyamCarlos OrdonezVeerabhadran BaladandayuthapaniPublished in: EURASIP J. Bioinform. Syst. Biol. (2013)
Keyphrases
- hierarchical bayesian
- genomic data
- relevance vector machines
- high throughput
- bayesian inference
- biological data
- variational inference
- gene expression
- protein protein interactions
- gene expression data
- data integration
- microarray
- experimental conditions
- state space
- support vector machine
- model selection
- data sets
- bayesian networks
- decision trees
- learning algorithm