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Year | Source | Title | Brief Description | link |
---|---|---|---|---|
2012 | KDD | Rolx: structural role extraction & mining in large graphs | ||
2013 | KDD | Guided learning for role discovery (GLRD): framework, algorithms, and applications | ||
2014 | IEEE TKDE | Role Discovery in Networks | ||
2014 | ACM COSN | Simultaneous detection of communities and roles from large networks | ||
2015 | ICDM | Hierarchies in Directed Networks | ||
2015 | DMKD | Dynamic inference of social roles in information cascades | ||
2016 | SDM | Integrating community and role detection in information networks | ||
2016 | KAIS | Measuring in-network node similarity based on neighborhoods: a unified parametric approach | ||
2017 | DMKD | Tiers for peers: a practical algorithm for discovering hierarchy in weighted networks | ||
2017 | KDD | struc2vec: Learning Node Representations from Structural Identity | ||
2018 | arXiV | Learning Role-based Graph Embeddings |