Link prediction in drug-target interactions network using similarity indices.
Yiding LuYufan GuoAnna KorhonenPublished in: BMC Bioinform. (2017)
Keyphrases
- link prediction
- network structure
- social network analysis
- social networks
- random walk
- complex networks
- network analysis
- multi relational
- proximity measures
- bipartite graph
- collective classification
- graph mining
- heterogeneous networks
- social ties
- supervised learning
- link formation
- community detection
- biological networks
- entity resolution
- topological features
- similarity measure
- distance measure
- bipartite networks
- machine learning
- real world networks
- information networks
- collaborative filtering
- class discrimination
- factor graph model
- network topology
- edit distance
- social interaction
- missing links