Protein (multi-)location prediction: utilizing interdependencies via a generative model.
Ramanuja SimhaSebastian BriesemeisterOliver KohlbacherHagit ShatkayPublished in: Bioinform. (2015)
Keyphrases
- generative model
- location prediction
- probabilistic model
- em algorithm
- prior knowledge
- topic models
- expectation maximization
- discriminative learning
- semi supervised
- protein sequences
- latent dirichlet allocation
- semantic properties
- hot spots
- link prediction
- data sets
- similarity measure
- biological data
- temporal information
- high level
- random walk
- bayesian networks