The Use of Informed Priors in Biclustering of Gene Expression with the Hierarchical Dirichlet Process.
Bahar TercanAybar C. AcarPublished in: IEEE ACM Trans. Comput. Biol. Bioinform. (2020)
Keyphrases
- gene expression
- hierarchical dirichlet process
- dirichlet process
- gene expression data
- microarray data
- microarray
- hidden markov models
- mixture model
- multi task learning
- gene expression data analysis
- bayesian model
- biclustering algorithms
- microarray data analysis
- gaussian processes
- unsupervised manner
- variational inference
- gene selection
- latent topics
- latent dirichlet allocation
- bayesian framework
- topic models
- posterior distribution
- bayesian inference
- binding sites
- gene regulatory networks
- biological networks
- high throughput
- biological data
- prior information
- high dimensional data
- transcription factors
- experimental conditions
- high dimensionality
- em algorithm
- gaussian process