Discriminative topological features reveal biological network mechanisms.
Manuel MiddendorfEtay ZivCarter AdamsJen HomRobin KoytcheffChaya LevovitzGregory WoodsLinda ChenChris WigginsPublished in: BMC Bioinform. (2004)
Keyphrases
- topological features
- biological networks
- link prediction
- network analysis
- social network analysis
- social networks
- random walk
- graph mining
- complex networks
- biological data
- network structure
- persistent homology
- community detection
- gene expression
- protein protein interaction networks
- biological systems
- connected subgraphs
- supervised learning
- semi supervised
- computational methods
- protein protein interactions
- feature selection
- machine learning
- interaction networks
- computational models