Dimensionality Reduction for Supervised Learning in Link Prediction Problems.
Antonio PecliBruno GiovaniniCarla C. PachecoCarlos MoreiraFernando FerreiraFrederico TostaJúlio TesolinMarcio Vinicius DiasSilas P. Lima FilhoMaria Cláudia CavalcantiRonaldo R. GoldschmidtPublished in: ICEIS (1) (2015)
Keyphrases
- link prediction
- supervised learning
- dimensionality reduction
- social networks
- high dimensionality
- learning algorithm
- network analysis
- data representation
- random walk
- social network analysis
- learning tasks
- data sets
- class labels
- collaborative filtering
- training data
- multi relational
- network structure
- semi supervised
- bipartite graph
- active learning
- graph mining
- missing links