Group based centrality for immunization of complex networks

C Saxena, MN Doja, T Ahmad - Physica A: Statistical Mechanics and Its …, 2018 - Elsevier
Network immunization is an extensively recognized issue in several domains like virtual
network security, public health and social media, to deal with the problem of node …

A comparative study of community structure based node scores for network immunization

Y Yamada, T Yoshida - International Conference on Active Media …, 2012 - Springer
Network immunization has often been conducted by removing nodes with large network
centrality so that the whole network can be fragmented into smaller subgraphs. Since …

Immunization of complex networks using stochastic hill-climbing algorithm

B Shams, M Khansari - ICCKE 2013, 2013 - ieeexplore.ieee.org
Recently, there is a growing interest in how to mitigate epidemic spreading through complex
networks such as infection propagation in population, rumor spreading in social interaction …

A hybrid strategy for network immunization

X Li, J Guo, C Gao, L Zhang, Z Zhang - Chaos, Solitons & Fractals, 2018 - Elsevier
Network immunization is an effective strategy for restraining virus spreading in computer
networks and rumor propagation in social networks. Currently, lots of strategies are …

Community structure based node scores for network immunization

T Yoshida, Y Yamada - Pacific Rim International Conference on Artificial …, 2012 - Springer
We propose community structure based node scores for network immunization. Since
epidemics (eg, virus) are propagated among groups of nodes (communities) in a network …

[PDF][PDF] Centrality measures for immunization of weighted networks

M Khansari, A Kaveh, Z Heshmati, MA Motlaq - Network Biology, 2016 - iaees.org
Effective immunization of individual communities with minimal cost in vaccination has made
great discussion surrounding the realm of complex networks. Meanwhile, proper realization …

Functional immunization of networks based on message passing

S Li, D Zhao, X Wu, Z Tian, A Li, Z Wang - Applied Mathematics and …, 2020 - Elsevier
Network immunization has been widely adopted for restraining epidemic spreading. Majority
of the existing results on identifying immunization targets and the measurements of their …

Immunization strategies based on the overlapping nodes in networks with community structure

D Chakraborty, A Singh, H Cherifi - … , CSoNet 2016, Ho Chi Minh City …, 2016 - Springer
Understanding how the network topology affects the spread of an epidemic is a main
concern in order to develop efficient immunization strategies. While there is a great deal of …

An improved acquaintance immunization strategy for complex network

L Chen, D Wang - Journal of theoretical biology, 2015 - Elsevier
The acquaintance immunization strategy is a common strategy to suppress epidemic on
complex network which achieves a seemingly perfect balance between cost and …

A Community Structure‐Based Approach for Network Immunization

T Yoshida, Y Yamada - Computational Intelligence, 2017 - Wiley Online Library
We propose a community structure‐based approach that does not require community labels
of nodes, for network immunization. Social networks have been widely used as daily …