Screening lifespan-extending drugs in Caenorhabditis elegans via label propagation on drug-protein networks.
Hui LiuMengmeng GuoTing XueJihong GuanLibo LuoZiheng ZhuangPublished in: BMC Syst. Biol. (2016)
Keyphrases
- drug discovery
- label propagation
- virtual screening
- community detection
- caenorhabditis elegans
- drug design
- semi supervised
- semi supervised learning
- systems biology
- biological networks
- social networks
- community structure
- complex networks
- class labels
- labeled data
- network analysis
- unsupervised learning
- protein structure prediction
- data mining
- network structure
- multi label classification
- text mining
- support vector
- reinforcement learning
- machine learning