Investigating Robustness and Interpretability of Link Prediction via Adversarial Modifications.
Pouya PezeshkpourYifan TianSameer SinghPublished in: CoRR (2019)
Keyphrases
- link prediction
- social network analysis
- social networks
- network analysis
- random walk
- multi relational
- graph mining
- bipartite graph
- complex networks
- network structure
- link structure
- supervised learning
- entity resolution
- community detection
- topological features
- link formation
- collective classification
- social ties
- factor graph model
- graph theory
- collaborative filtering
- heterogeneous networks
- graph kernels
- proximity measures
- information extraction
- location prediction
- reinforcement learning
- machine learning
- data sets