[PDF][PDF] Community detection in practice: A review of real-world applications across six themes

SHH Anuar, ZA Abas, MF Mukhtar… - International Journal of …, 2024 - kwpublications.com
Community detection in complex networks is widely used across fields, from sociology to
biology. Despite its broad applications, there has been limited exploration of real-world …

Identifying influential spreaders in complex networks based on local and global structure

L Liang, Z Tang, S Gong - Journal of Computational Science, 2024 - Elsevier
Complex systems intricately intertwine with life, and the identification of the most influential
spreaders in complex networks can aid in resolving numerous pragmatic problems …

Identifying influential nodes in complex networks through the k-shell index and neighborhood information

S Esfandiari, MR Moosavi - Journal of Computational Science, 2025 - Elsevier
Identifying influential nodes is crucial in network science for controlling diseases, sharing
information, and viral marketing. Current methods for finding vital spreaders have problems …

Quantifying centrality using a novel flow-based measure: Implications for sustainable urban development

Y Yin, Q Wu, Z Zhao, X Chen - Computers, Environment and Urban Systems, 2025 - Elsevier
The flow of essential elements such as people, goods, and information through complex
networks has become a critical factor in shaping urban dynamics and regional development …

Microbial influencers and cotton leaf curl disease (CLCuD) susceptibility: a network perspective

R Aqueel, A Badar, UZ Ijaz, KA Malik - Frontiers in Microbiology, 2024 - frontiersin.org
Biotic stresses, such as plant viruses, eg, cotton leaf curl virus (CLCuV), can alter root-
associated and leaf-associated microbial diversities in plants. There are complex ecological …

[HTML][HTML] Bird flock effect-based dynamic community detection: Unravelling network patterns over time

SHH Anuar, ZA Abas, I Waini, MF Mukhtar… - Alexandria Engineering …, 2025 - Elsevier
Community structure is essential for topological analysis, function study, and pattern
detection in complex networks. As establishing community structure in a dynamic network is …

The collaborative role of K-Shell and PageRank for identifying influential nodes in complex networks

S Esfandiari, SM Fakhrahmad - Physica A: Statistical Mechanics and its …, 2025 - Elsevier
Finding the most influential nodes in complex networks is a significant challenge with
applications in various fields, including social networks, biology, and transportation systems …

A novel vulnerability measure based on complex network communities

M Jouyban, S Hosseini - Software: Practice and Experience, 2025 - Wiley Online Library
This article introduces a novel vulnerability measure, based on the structure of complex
network communities, to assess the significance and security of network communities …

Topological alterations in white matter anatomical networks in cervical dystonia

J Zhang, Y Luo, L Zhong, H Liu, Z Yang, A Weng… - BMC neurology, 2024 - Springer
Background Accumulating neuroimaging evidence indicates that patients with cervical
dystonia (CD) have changes in the cortico-subcortical white matter (WM) bundle. However …

Identifying influential nodes in complex networks: a semi-local centrality measure based on augmented graph and average shortest path theory

P Han-huai, W Lin-wei, L Hao, MJ Abdollahi - Telecommunication …, 2025 - Springer
Identifying influential nodes in complex networks is a crucial problem in network analysis
with broad applications in various fields such as bioinformatics, social engineering, and …