Evolutionary computation for community detection in networks: A review

C Pizzuti - IEEE Transactions on Evolutionary Computation, 2017 - ieeexplore.ieee.org
In today's world, the interconnections among objects in many domains are often modeled as
networks, with nodes representing the objects and edges the existing relationships among …

A review of heuristics and metaheuristics for community detection in complex networks: Current usage, emerging development and future directions

AA Bara'a, AD Abbood, AA Hasan, C Pizzuti… - Swarm and Evolutionary …, 2021 - Elsevier
Sensibly highlighting the hidden structures of many real-world networks has attracted
growing interest and triggered a vast array of techniques on what is called nowadays …

A local information based multi-objective evolutionary algorithm for community detection in complex networks

F Cheng, T Cui, Y Su, Y Niu, X Zhang - Applied Soft Computing, 2018 - Elsevier
Due to the important role in analyzing the structure and function of complex networks,
community detection has attracted increasing attention in the past years. Multi-objective …

Nature-inspired optimization algorithms for community detection in complex networks: a review and future trends

DA Abduljabbar, SZM Hashim… - Telecommunication …, 2020 - Springer
Over the past couple of decades, the research area of network community detection has
seen substantial growth in popularity, leading to a wide range of researches in the literature …

A discrete bat algorithm for the community detection problem

EA Hassan, AI Hafez, AE Hassanien… - Hybrid Artificial Intelligent …, 2015 - Springer
Community detection in networks has raised an important research topic in recent years.
The problem of detecting communities can be modeled as an optimization problem where a …

Networks community detection using artificial bee colony swarm optimization

AI Hafez, HM Zawbaa, AE Hassanien… - Proceedings of the fifth …, 2014 - Springer
Community structure identification in complex networks has been an important research
topic in recent years. Community detection can be viewed as an optimization problem in …

Community detection algorithm based on artificial fish swarm optimization

EA Hassan, AI Hafez, AE Hassanien… - Intelligent Systems' 2014 …, 2015 - Springer
Community structure identification in complex networks has been an important research
topic in recent years. Community detection can be viewed as an optimization problem in …

Genetic algorithms for community detection in social networks

AI Hafez, NI Ghali, AE Hassanien… - 2012 12th International …, 2012 - ieeexplore.ieee.org
Community detection in complex networks has attracted a lot of attention in recent years.
Community detection can be viewed as an optimization problem, in which an objective …

A novel compression based community detection approach using hybrid honey badger African vulture optimization for online social networks

SN Kannan, SE Mannathazhathu… - Concurrency and …, 2022 - Wiley Online Library
Community detection in online social media networks is to identify the connections of nodes
within the network. The community can be determined as clusters, modules, or groups in …

An improved multi-objective evolutionary algorithm for detecting communities in complex networks with graphlet measure

DA Abduljabbar, SZM Hashim, R Sallehuddin - Computer Networks, 2020 - Elsevier
In the past few years, community detection has garnered much attention due to its significant
role in analysing the structures and functions of complex networks. Despite many efforts to …