1.2k citations · 2k across the 14 of their papers we have counts for
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Potential Theory for Directed Networks
Qian-Ming Zhang, Linyuan Lü, Wen-Qiang Wang +2
Uncovering factors underlying the network formation is a long-standing challenge for data mining and network analysis. In particular, the microscopic organizing principles of direc…
Uncovering missing links with cold ends
Yu-Xiao Zhu, Linyuan Lü, Qian-Ming Zhang +1
To evaluate the performance of prediction of missing links, the known data are randomly divided into two parts, the training set and the probe set. We argue that this straightforwa…
Similarity-Based Classification in Partially Labeled Networks
Qian-Ming Zhang, Ming-Sheng Shang, Linyuan Lu
We propose a similarity-based method, using the similarity between nodes, to address the problem of classification in partially labeled networks. The basic assumption is that two n…