Exploring the complexity of pathway-drug relationships using latent Dirichlet allocation.
Naruemon PratanwanichPietro LiòPublished in: Comput. Biol. Chem. (2014)
Keyphrases
- latent dirichlet allocation
- topic models
- topic modeling
- generative model
- probabilistic latent semantic analysis
- text mining
- lda model
- variational bayesian inference
- gibbs sampling
- topic discovery
- latent variables
- statistical topic models
- latent topics
- variational inference
- databases
- artificial intelligence
- hierarchical bayesian model
- probabilistic topic models
- latent topic models
- co occurrence
- probabilistic model
- text corpora
- text documents
- latent topic model
- collaborative filtering
- feature space