An assessment of machine and statistical learning approaches to inferring networks of protein-protein interactions.
Fiona BrowneHaiying WangHuiru ZhengFrancisco AzuajePublished in: J. Integr. Bioinform. (2006)
Keyphrases
- statistical learning
- protein protein interactions
- biological networks
- information theory
- network analysis
- functional modules
- biological data
- computational approaches
- text mining
- learning algorithm
- high throughput
- computational methods
- predicting protein protein interactions
- machine learning
- structural properties
- complex networks
- model selection
- supervised learning
- decision trees