Identifying influential nodes in complex networks from global perspective

Citations

Cited by:

1. Xu, Xiang & Yang, Wei & Li, Lingfei & Zhu, Xianqiang & Cui, Junying & Zhang, Zihan & Wu, Leilei, 2025. "TD-GCN: A novel fusion method for network topological and dynamical features," Chaos, Solitons & Fractals, Elsevier, vol. 191(C).
2. Zhang, Zhiwei & Ando, Hiroe & Wang, Yige & Zhu, Tianlei & Yang, Xin, 2026. "Analysis of mobility discrepancies within urban agglomerations using an extended PageRank algorithm in time-varying multimodal networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 681(C).
3. Hajarathaiah, Koduru & Enduri, Murali Krishna & Anamalamudi, Satish, 2022. "Efficient algorithm for finding the influential nodes using local relative change of average shortest path," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 591(C).
4. Xu, Guiqiong & Meng, Lei, 2023. "A novel algorithm for identifying influential nodes in complex networks based on local propagation probability model," Chaos, Solitons & Fractals, Elsevier, vol. 168(C).
5. Zhong, Xingju & Liu, Renjing, 2024. "Identifying critical nodes in interdependent networks by GA-XGBoost," Reliability Engineering and System Safety, Elsevier, vol. 251(C).
6. Wang, Yan & Li, Haozhan & Zhang, Ling & Zhao, Linlin & Li, Wanlan, 2022. "Identifying influential nodes in social networks: Centripetal centrality and seed exclusion approach," Chaos, Solitons & Fractals, Elsevier, vol. 162(C).
7. Zhu, Xiaoyu & Hao, Rongxia, 2025. "Finding influential nodes in complex networks by integrating nodal intrinsic and extrinsic centrality," Chaos, Solitons & Fractals, Elsevier, vol. 194(C).
8. Wu, Yali & Dong, Ang & Ren, Yuanguang & Jiang, Qiaoyong, 2023. "Identify influential nodes in complex networks: A k-orders entropy-based method," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 632(P1).
9. Li, Hanwen & Shang, Qiuyan & Deng, Yong, 2021. "A generalized gravity model for influential spreaders identification in complex networks," Chaos, Solitons & Fractals, Elsevier, vol. 143(C).
10. Wang, Ying & Zheng, Yunan & Shi, Xuelei & Liu, Yiguang, 2022. "An effective heuristic clustering algorithm for mining multiple critical nodes in complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 588(C).
11. Guo, Shu & Lyu, Jing & Zhu, Xuebin & Fan, Hanwen, 2025. "Multi-feature fusion for the evaluation of strategic nodes and regional importance in maritime networks," Chaos, Solitons & Fractals, Elsevier, vol. 191(C).
12. Jin, Pengfei & Wang, Saige & Meng, Zheng & Chen, Bin, 2023. "China's lithium supply chains: Network evolution and resilience assessment," Resources Policy, Elsevier, vol. 87(PB).
13. Huang, Xu-Dong & Zhang, Xian-Jie & Zhang, Hai-Feng, 2025. "A contrastive learning framework of graph reconstruction and hypergraph learning for key node identification," Chaos, Solitons & Fractals, Elsevier, vol. 197(C).
14. Feipeng Guo & Zifan Wang & Shaobo Ji & Qibei Lu, 2022. "Influential Nodes Identification in the Air Pollution Spatial Correlation Weighted Networks and Collaborative Governance: Taking China’s Three Urban Agglomerations as Examples," IJERPH, MDPI, vol. 19(8), pages 1-17, April.
15. Wang, Jinping & Sun, Shaowei, 2024. "Identifying influential nodes: A new method based on dynamic propagation probability model," Chaos, Solitons & Fractals, Elsevier, vol. 185(C).
16. Zhao, Jie & Wang, Zhen & Yu, Dengxiu & Cao, Jinde & Cheong, Kang Hao, 2024. "Swarm intelligence for protecting sensitive identities in complex networks," Chaos, Solitons & Fractals, Elsevier, vol. 182(C).
17. Liu, Jia-Bao & Zheng, Ya-Qian & Lee, Chien-Chiang, 2024. "Statistical analysis of the regional air quality index of Yangtze River Delta based on complex network theory," Applied Energy, Elsevier, vol. 357(C).
18. Zhu, Xiaoyu & Hao, Rongxia, 2024. "Identifying influential nodes in social networks via improved Laplacian centrality," Chaos, Solitons & Fractals, Elsevier, vol. 189(P1).
19. Huang, Yuxin & Li, Chunping & Xiang, Yan & Xian, Yantuan & Li, Pu & Yu, Zhengtao, 2025. "Effective and efficient identifying influential nodes in large scale networks by structural entropy," Chaos, Solitons & Fractals, Elsevier, vol. 196(C).
20. Li, Xianghua & Teng, Min & Jiang, Shihong & Han, Zhen & Gao, Chao & Nekorkin, Vladimir & Radeva, Petia, 2025. "A dynamic station-line centrality for identifying critical stations in bus-metro networks," Chaos, Solitons & Fractals, Elsevier, vol. 194(C).
21. Sun, Xiaoxuan & Hu, Lianyu & Liu, Xinying & Jiang, Mudi & Liu, Yan & He, Zengyou, 2025. "Explainable community detection," Chaos, Solitons & Fractals, Elsevier, vol. 194(C).
22. Chaharborj, Sarkhosh Seddighi & Nabi, Khondoker Nazmoon & Feng, Koo Lee & Chaharborj, Shahriar Seddighi & Phang, Pei See, 2022. "Controlling COVID-19 transmission with isolation of influential nodes," Chaos, Solitons & Fractals, Elsevier, vol. 159(C).
23. Wu, Zhaoyan, 2024. "Intermittent control for identifying network topology," Chaos, Solitons & Fractals, Elsevier, vol. 179(C).
24. Meng, Lei & Xu, Guiqiong & Dong, Chen, 2025. "An improved gravity model for identifying influential nodes in complex networks considering asymmetric attraction effect," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 657(C).
25. He, Yongming & Jin, Yufeng & Cao, Jian & Sui, Shengchun & Wang, Jiahe & Ran, Bin, 2025. "Identification of key nodes in urban bus-metro network: A NK-shell algorithm based neighborhood KS," Reliability Engineering and System Safety, Elsevier, vol. 264(PB).
26. Esfandiari, Shima & Fakhrahmad, Seyed Mostafa, 2025. "The collaborative role of K-Shell and PageRank for identifying influential nodes in complex networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 658(C).
27. Yan, Jingjing & Guo, Yaoqi & Zhang, Hongwei, 2024. "The dynamic evolution mechanism of structural dependence characteristics in the global oil trade network," Energy, Elsevier, vol. 303(C).
28. Li, Shaobao & Quan, Yiran & Luo, Xiaoyuan & Wang, Juan & Tian, Changyong & Guan, Xinping, 2025. "Identifying influential nodes in complex networks via weighted k-shell entropy-based approach," Chaos, Solitons & Fractals, Elsevier, vol. 199(P3).
29. Zhen, Rong & Dong, Han & Qiao, Qian & Wu, Bing, 2026. "A novel method for identifying key focus ships in a complex network based on ship collision risks," Reliability Engineering and System Safety, Elsevier, vol. 265(PA).
30. Li, Jie & Wang, Ying & Zhong, Jilong & Sun, Yun & Guo, Zhijun & Chen, Zhiwei & Fu, Chaoqi, 2022. "Network resilience assessment and reinforcement strategy against cascading failure," Chaos, Solitons & Fractals, Elsevier, vol. 160(C).
31. Wang, Longjian & Zheng, Shaoya & Wang, Yonggang & Wang, Longfei, 2021. "Identification of critical nodes in multimodal transportation network," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 580(C).
32. Wang, Longjian & Zhang, Shuichao & Szűcs, Gábor & Wang, Yonggang, 2024. "Identifying the critical nodes in multi-modal transportation network with a traffic demand-based computational method," Reliability Engineering and System Safety, Elsevier, vol. 244(C).
33. Wang, Feifei & Sun, Zejun & Gan, Quan & Fan, Aiwan & Shi, Hesheng & Hu, Haifeng, 2022. "Influential node identification by aggregating local structure information," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 593(C).
34. Tao, Li & Kong, Shengzhou & He, Langzhou & Zhang, Fan & Li, Xianghua & Jia, Tao & Han, Zhen, 2022. "A sequential-path tree-based centrality for identifying influential spreaders in temporal networks," Chaos, Solitons & Fractals, Elsevier, vol. 165(P1).
35. Cao, Huiying & Gao, Chao & Wang, Zhen, 2023. "Ranking academic institutions by means of institution–publication networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 629(C).