NETGEM: Network Embedded Temporal GEnerative Model for gene expression data.
Vinay JethavaChiranjib BhattacharyyaDevdatt P. DubhashiGoutham N. VemuriPublished in: BMC Bioinform. (2011)
Keyphrases
- generative model
- gene expression data
- gene expression
- microarray
- probabilistic model
- gene networks
- mixture model
- microarray data
- microarray gene expression data
- gene expression data analysis
- network model
- data sets
- em algorithm
- regulatory networks
- gene expression datasets
- feature selection
- analysis of gene expression data
- gene regulatory networks
- high dimensionality
- topic models
- network structure
- cancer classification
- semi supervised
- latent dirichlet allocation
- complex networks
- dna microarray
- gene expression analysis
- expectation maximization
- prior knowledge
- high dimensional
- gene expression profiling
- gene selection
- high dimensional data
- gene expression profiles