GSMC: Combining Parallel Gibbs Sampling with Maximal Cliques for Hunting DNA Motif.
Chao PeiShu-Lin WangJianwen FangWei ZhangPublished in: J. Comput. Biol. (2017)
Keyphrases
- gibbs sampling
- maximal cliques
- dna sequences
- markov chain
- topic models
- binding sites
- parameter estimation
- approximate inference
- belief networks
- graph theory
- em algorithm
- markov chain monte carlo
- latent dirichlet allocation
- expectation maximization
- graph theoretic
- complex networks
- neural network
- graphical models
- maximum likelihood
- bayesian inference
- gaussian process
- prior knowledge
- k means
- data mining