Mining hidden knowledge for drug safety assessment: topic modeling of LiverTox as a case study.
Ke YuJie ZhangMinjun ChenXiaowei XuAyako SuzukiKatarina IlicWeida TongPublished in: BMC Bioinform. (2014)
Keyphrases
- hidden knowledge
- topic modeling
- topic models
- text mining
- latent dirichlet allocation
- scientific articles
- text documents
- text classification
- collaborative filtering
- modeling framework
- latent topics
- generative model
- text corpora
- data mining
- knowledge discovery
- heterogeneous information networks
- hierarchical bayesian model
- real world