Detecting Protein-Protein Interaction Sentences Using a Mixture Model.
Yun NiuIgor JurisicaPublished in: NLDB (2008)
Keyphrases
- mixture model
- protein protein interactions
- computational methods
- em algorithm
- generative model
- expectation maximization
- probabilistic model
- ppi networks
- high throughput
- maximum likelihood
- functional modules
- model selection
- high precision
- network topology
- biomedical literature
- network analysis
- unsupervised learning
- structural properties
- biological data
- language model
- protein complexes
- protein interaction
- protein interaction networks
- probabilistic mixture model
- natural language
- systems biology
- biological networks
- dimensionality reduction
- training data
- information retrieval