A new pairwise kernel for biological network inference with support vector machines.
Jean-Philippe VertJian QiuWilliam Stafford NoblePublished in: BMC Bioinform. (2007)
Keyphrases
- pairwise
- biological networks
- biological data
- systems biology
- complex networks
- pattern mining
- genetic regulatory networks
- graph mining
- probabilistic inference
- network analysis
- biological systems
- graphical models
- interaction networks
- protein protein interaction networks
- markov random field
- bayesian networks
- gene expression
- data mining
- belief propagation
- semi supervised
- protein protein interactions
- connected subgraphs
- biologically inspired
- structural properties
- link prediction
- high throughput
- machine learning methods