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Cold ends 1 Complex networks 1 Link prediction 1 Sampling methods 1
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Lü, Linyuan 1 Zhang, Qian-Ming 1 Zhou, Tao 1 Zhu, Yu-Xiao 1
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Physica A: Statistical Mechanics and its Applications 1
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Uncovering missing links with cold ends
Zhu, Yu-Xiao; Lü, Linyuan; Zhang, Qian-Ming; Zhou, Tao - In: Physica A: Statistical Mechanics and its Applications 391 (2012) 22, pp. 5769-5778
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 straightforward and standard method may lead to terrible bias, since in real biological and information networks, missing links...
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