Link Prediction in Weighted Networks: A Weighted Mutual Information Model

@inproceedings{Zhu2016LinkPI,
  title={Link Prediction in Weighted Networks: A Weighted Mutual Information Model},
  author={Boyao Zhu and Yongxiang Xia and Irene Sendi{\~n}a-Nadal},
  booktitle={PloS one},
  year={2016}
}
The link-prediction problem is an open issue in data mining and knowledge discovery, which attracts researchers from disparate scientific communities. A wealth of methods have been proposed to deal with this problem. Among these approaches, most are applied in unweighted networks, with only a few taking the weights of links into consideration. In this paper, we present a weighted model for undirected and weighted networks based on the mutual information of local network structures, where link… CONTINUE READING
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