Automatic feature selection for supervised learning in link prediction applications: a comparative study.
Antonio PecliMaria Cláudia CavalcantiRonaldo R. GoldschmidtPublished in: Knowl. Inf. Syst. (2018)
Keyphrases
- link prediction
- supervised learning
- network analysis
- bipartite graph
- multi relational
- training data
- active learning
- training set
- topological features
- graph mining
- learning tasks
- semi supervised learning
- collective classification
- community detection
- social networks
- labeled data
- proximity measures
- link structure
- heterogeneous networks
- semi supervised
- random walk
- machine learning
- missing links
- social network analysis
- link formation
- entity resolution
- complex networks
- class labels
- learning algorithm
- graph kernels
- location prediction
- decision trees
- class discrimination