Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications.
Pouya PezeshkpourYifan TianSameer SinghPublished in: NAACL-HLT (1) (2019)
Keyphrases
- link prediction
- social network analysis
- random walk
- social networks
- network analysis
- bipartite graph
- multi relational
- graph mining
- complex networks
- network structure
- link structure
- collaborative filtering
- proximity measures
- collective classification
- supervised learning
- topological features
- missing links
- community detection
- heterogeneous networks
- social ties
- link formation
- location prediction
- entity resolution
- graph kernels
- network topology
- decision trees