Vital nodes identification in complex networks

L Lü, D Chen, XL Ren, QM Zhang, YC Zhang, T Zhou - Physics reports, 2016 - Elsevier
Real networks exhibit heterogeneous nature with nodes playing far different roles in
structure and function. To identify vital nodes is thus very significant, allowing us to control …

Community detection with the label propagation algorithm: a survey

SE Garza, SE Schaeffer - Physica A: Statistical Mechanics and its …, 2019 - Elsevier
Community detection aims at discovering the structure, behavior, dynamics, and
organization of a complex network by finding cohesive groups where nodes (entities) are, in …

Identifying vital nodes from local and global perspectives in complex networks

A Ullah, B Wang, JF Sheng, J Long, N Khan… - Expert Systems with …, 2021 - Elsevier
Recognition of vital nodes in complex networks retains great importance in the improvement
of network's robustness and vulnerability. Consistent research proposed various …

Identifying influential spreaders by gravity model

Z Li, T Ren, X Ma, S Liu, Y Zhang, T Zhou - Scientific reports, 2019 - nature.com
Identifying influential spreaders in complex networks is crucial in understanding, controlling
and accelerating spreading processes for diseases, information, innovations, behaviors, and …

Identifying influential spreaders in complex networks based on gravity formula

L Ma, C Ma, HF Zhang, BH Wang - Physica A: Statistical Mechanics and its …, 2016 - Elsevier
How to identify the influential spreaders in social networks is crucial for
accelerating/hindering information diffusion, increasing product exposure, controlling …

A machine learning-based approach for vital node identification in complex networks

AA Rezaei, J Munoz, M Jalili, H Khayyam - Expert Systems with …, 2023 - Elsevier
Vital node identification is the problem of finding nodes of highest importance in complex
networks. This problem has crucial applications in various contexts such as viral marketing …

Identifying influential nodes in complex networks based on the inverse-square law

L Fei, Q Zhang, Y Deng - Physica A: Statistical Mechanics and its …, 2018 - Elsevier
How to identify influential nodes in complex networks continues to be an open issue. A
number of centrality measures have been presented to address this problem. However …

Identifying influential spreaders in complex networks based on improved k-shell method

M Wang, W Li, Y Guo, X Peng, Y Li - Physica A: Statistical Mechanics and …, 2020 - Elsevier
Identifying influential spreaders in complex networks is a fundamental network project. It has
drawn great attention in recent years because of its great theoretical significance and …

Lightning network: a second path towards centralisation of the bitcoin economy

JH Lin, K Primicerio, T Squartini, C Decker… - New Journal of …, 2020 - iopscience.iop.org
The Bitcoin lightning network (BLN), a so-called'second layer'payment protocol, was
launched in 2018 to scale up the number of transactions between Bitcoin owners. In this …

Identification of influential spreaders in complex networks using HybridRank algorithm

S Ahajjam, H Badir - Scientific reports, 2018 - nature.com
Identifying the influential spreaders in complex networks is crucial to understand who is
responsible for the spreading processes and the influence maximization through networks …