Link prediction using probabilistic group models of network structure

@inproceedings{Ninagawa2010LinkPU,
  title={Link prediction using probabilistic group models of network structure},
  author={Akira Ninagawa and Koji Eguchi},
  booktitle={SAC},
  year={2010}
}
Modeling of complex networks is a crucial task such as in biology and social sciences. A large number of researches have been conducted for such a problem; however, most of them require explicit, specific prior knowledge on target networks. On the other hand, a few recent works on multinomial mixture models presented that those models do not require such explicit prior knowledge and turned out to be effective for the task of group detection of vertices such as in social networks. This paper… CONTINUE READING
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