Centrality in complex networks with overlap** community structure

Z Ghalmane, C Cherifi, H Cherifi, ME Hassouni - Scientific reports, 2019 - nature.com
Identifying influential spreaders in networks is an essential issue in order to prevent
epidemic spreading, or to accelerate information diffusion. Several centrality measures take …

Characterizing the interactions between classical and community-aware centrality measures in complex networks

S Rajeh, M Savonnet, E Leclercq, H Cherifi - Scientific reports, 2021 - nature.com
Identifying vital nodes in networks exhibiting a community structure is a fundamental issue.
Indeed, community structure is one of the main properties of real-world networks. Recent …

Immunization of networks with non-overlap** community structure

Z Ghalmane, ME Hassouni, H Cherifi - Social Network Analysis and Mining, 2019 - Springer
Although community structure is ubiquitous in complex networks, few works exploit this
topological property to control epidemics. In this work, devoted to networks with non …

Extracting backbones in weighted modular complex networks

Z Ghalmane, C Cherifi, H Cherifi, M El Hassouni - Scientific Reports, 2020 - nature.com
Network science provides effective tools to model and analyze complex systems. However,
the increasing size of real-world networks becomes a major hurdle in order to understand …
[PDF] researchgate.net

Betweenness centrality for networks with non-overlap** community structure

Z Ghalmane, M El Hassouni… - 2018 IEEE workshop on …, 2018 - ieeexplore.ieee.org
Evaluating the centrality of nodes in complex networks is one of the major research topics
being explored due to its wide range of applications. Among the various measures that have …