Supervised Learning Approach to Link Prediction in FDA Adverse Event Reporting System (FAERS) Database Network.
Andy Jinseok LeeSunyang FuV. G. Vinod VydiswaranPublished in: AMIA (2018)
Keyphrases
- link prediction
- supervised learning
- database
- network analysis
- social networks
- network structure
- random walk
- social network analysis
- bipartite graph
- complex networks
- topological features
- graph mining
- community detection
- multi relational
- collective classification
- link formation
- training data
- collaborative filtering
- real world networks
- machine learning
- missing links
- active learning
- heterogeneous networks
- database systems
- learning algorithm
- reinforcement learning
- proximity measures
- class labels
- social ties
- graph theory
- entity resolution
- information networks
- semi supervised
- data model
- bipartite networks
- online social networks
- centrality measures
- social network data
- social interaction
- markov chain
- data sets