Metamotifs - a generative model for building families of nucleotide position weight matrices.
Matias PiipariThomas A. DownTim J. P. HubbardPublished in: BMC Bioinform. (2010)
Keyphrases
- generative model
- weight matrices
- weight matrix
- probabilistic model
- semi supervised
- bayesian framework
- conditional random fields
- em algorithm
- latent dirichlet allocation
- pairwise
- prior knowledge
- topic models
- bayesian inference
- generative and discriminative models
- similarity measure
- text categorization
- expectation maximization
- hidden markov models