An improved approach to infer protein-protein interaction based on a hierarchical vector space model.
Jiongmin ZhangKe JiaJinmeng JiaYing QianPublished in: BMC Bioinform. (2018)
Keyphrases
- vector space model
- protein protein interactions
- vector space
- information retrieval
- computational methods
- semantic similarity
- protein interaction
- high throughput
- web documents
- retrieval model
- network topology
- document clustering
- language model
- functional modules
- structural properties
- high precision
- ppi networks
- network analysis
- biological networks
- semantic information
- text classification
- data sets
- protein complexes
- database
- text categorization
- unsupervised learning
- distance measure
- information retrieval systems
- co occurrence
- feature vectors
- high dimensional
- search engine
- machine learning