1.2k citations · 2k across the 14 of their papers we have counts for
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Evaluating Network Models: A Likelihood Analysis
Wen-Qiang Wang, Qian-Ming Zhang, Tao Zhou
Many models are put forward to mimic the evolution of real networked systems. A well-accepted way to judge the validity is to compare the modeling results with real networks subjec…
Link prediction in complex networks: a local na\"ıve Bayes model
Zhen Liu, Qian-Ming Zhang, Linyuan Lü +1
Common-neighbor-based method is simple yet effective to predict missing links, which assume that two nodes are more likely to be connected if they have more common neighbors. In su…
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…