Novel drug-target interactions via link prediction and network embedding.
E. Amiri SouriRoman LaddachS. N. KaragiannisLazaros G. PapageorgiouSophia TsokaPublished in: BMC Bioinform. (2022)
Keyphrases
- link prediction
- social networks
- network structure
- social network analysis
- network analysis
- complex networks
- random walk
- multi relational
- graph mining
- bipartite graph
- collective classification
- heterogeneous networks
- link formation
- topological features
- supervised learning
- social ties
- biological networks
- missing links
- collaborative filtering
- community detection
- real world networks
- machine learning
- proximity measures
- bipartite networks
- factor graph model
- reinforcement learning
- data sets
- scale free
- social behavior
- network model
- heterogeneous information networks
- social interaction
- training data
- similarity measure