Link Prediction in Weighted Networks: A Weighted Mutual Information Model

  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},
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
Related Discussions
This paper has been referenced on Twitter 3 times. VIEW TWEETS

From This Paper

Figures, tables, and topics from this paper.

Explore Further: Topics Discussed in This Paper


Publications citing this paper.


Publications referenced by this paper.
Showing 1-10 of 31 references

Prediction of Links and Weights in Networks by Reliable Routes

Scientific reports • 2015
View 8 Excerpts
Highly Influenced

Toward link predictability of complex networks.

Proceedings of the National Academy of Sciences of the United States of America • 2015
View 1 Excerpt

Analysis of large-scale social and information networks.

Philosophical transactions. Series A, Mathematical, physical, and engineering sciences • 2013
View 1 Excerpt

Similar Papers

Loading similar papers…