Towards Large-Scale Predictive Drug Safety: A Computational Framework for Inferring Drug Interactions Through Similarity-Based Link Prediction.
Achille FokouePing ZhangOktie HassanzadehMohammad SadoghiPublished in: AMIA (2016)
Keyphrases
- computational framework
- link prediction
- social networks
- computational model
- social network analysis
- random walk
- network analysis
- multi relational
- topological features
- tensor voting
- network structure
- complex networks
- graph mining
- adverse drug reaction
- factor graph model
- bipartite graph
- supervised learning
- community detection
- link structure
- heterogeneous networks
- state space
- link formation
- machine learning
- data sets