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physics.data-an2009★ 687 cited
Effective and Efficient Similarity Index for Link Prediction of Complex Networks
Linyuan Lv, Ci-Hang Jin, Tao Zhou
Predictions of missing links of incomplete networks like protein-protein interaction networks or very likely but not yet existent links in evolutionary networks like friendship net…
physics.data-an2009★ 1.8k cited
Predicting Missing Links via Local Information
Tao Zhou, Linyuan Lu, Yi-Cheng Zhang
Missing link prediction of networks is of both theoretical interest and practical significance in modern science. In this paper, we empirically investigate a simple framework of li…
physics.data-an2008★ 36 cited
Empirical analysis on a keyword-based semantic system
Zike Zhang, Linyuan Lv, Jian-Guo Liu +1
Keywords in scientific articles have found their significance in information filtering and classification. In this article, we empirically investigated statistical characteristics…