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Guolin Yang

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Open access Aug 2026

An Evaluation Method for Influential Nodes Based on Multi-Attribute Neighbor Contributions in Complex Networks

WKDH fuses local structural attributes with global structural attributes via a multiplicative weighted synergy model, simultaneously capturing local connection “quantity,” local connection “quality,” and global core-layer position, and achieves linear computational complexity of O(m).

Na Zhao, Chaozhou Dai, Guo-Lin Yang et al. · 0 citations