Soft overlap** community detection in large-scale networks via fast fuzzy modularity maximization

S Yazdanparast, TC Havens… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Soft overlap** clustering is one of the notable problems of community detection. Extensive
research has been conducted to develop efficient methods for nonoverlap** and crisp …

Detecting overlap** communities in modularity optimization by reweighting vertices

CK Tsung, HJ Ho, CY Chen, TW Chang, SL Lee - Entropy, 2020 - mdpi.com
On the purpose of detecting communities, many algorithms have been proposed for the
disjointed community sets. The major challenge of detecting communities from the real …

An optimized firefly algorithm based on cellular learning automata for community detection in social networks

H Rabani… - Journal of Advances in …, 2019 - jacr.sari.iau.ir
The structure of the community is one of the important features of social networks. A
community is a sub graph which nodes have a lot of connections to nodes of inside the …

A systematic review and bibliometric analysis of community detection methodologies in dynamic networks

N Makhija, SM Satapathy… - International Journal of …, 2021 - inderscienceonline.com
With the growing use of the internet, the number of relationships between individuals has
increased in large numbers. This has necessarily paved the way for community detection …

[PDF][PDF] Identifying Community Structure in Social Networks Using Node Similarity Based Permanence Concept

HK Shakya, K Singh, S shekhar Singh, A Kumar… - 2017 - researchgate.net
Indian Institute of Technology (BHU), Varanasi, India {hkshakya. rs. cse, kuldeep. rs. cse13,
shashankss. rs. cse16, ajayk. rs. cse16, bhaskar. cse}@ iitbhu. ac. in Abstract-Community …

A fine‐grained loop‐level parallel approach to efficient fuzzy community detection in complex networks

C Muñoz‐Caro, A Nino, S Reyes - … and Computation: Practice …, 2020 - Wiley Online Library
Determining the inner organizational structure of sets of networked elements is of paramount
importance to analyze real‐world systems such as social, biological, or economic networks …

Community Structure Identification in Social Networks Inspired by Parliamentary Political Competitions

HK Shakya, N Shaik, K Singh, GR Sinha… - … , Analytics and Innovation …, 2020 - Springer
Revealing the concealed community structure, that is vital to understanding the options of
networks, is a vital drawback in network and graph analysis. Throughout the last decade …

[PDF][PDF] Community Detection in Social Networks using Improvised Evolutionary Algorithms

HK Shakya - 2018 - idr-lib.iitbhu.ac.in
1.1. Background Real world complex systems can be represented in the form of networks.
To understand the in-depth structure and detail function of those systems, it is important to …