[PDF][PDF] Community detection in practice: A review of real-world applications across six themes
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 …
biology. Despite its broad applications, there has been limited exploration of real-world …
[HTML][HTML] Bird flock effect-based dynamic community detection: Unravelling network patterns over time
Community structure is essential for topological analysis, function study, and pattern
detection in complex networks. As establishing community structure in a dynamic network is …
detection in complex networks. As establishing community structure in a dynamic network is …
[HTML][HTML] Multiscale dynamic graph signal analysis
We consider the problem of decomposing a time-varying graph signal into its constituent
amplitude-and frequency-modulated components and inferring their dynamic functional …
amplitude-and frequency-modulated components and inferring their dynamic functional …
Generalization of Hierarchical Clustering for Hidden Community Spillover Detection in Multilayer Networks
J Ardalankia, A Habibnia, M Ausloos, R Jafari - 2024 - researchsquare.com
Interdependent networks structurally influence each other so that the source network
imposes hidden community structures into the target network. We propose a mathematical …
imposes hidden community structures into the target network. We propose a mathematical …