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 survey on network community detection based on evolutionary computation

Q Cai, L Ma, M Gong, D Tian - International Journal of Bio …, 2016 - inderscienceonline.com
Uncovering community structures of a complex network can help us to understand how the
network functions. Over the past few decades, network community detection has attracted …

Community detection in complex networks: Multi-objective discrete backtracking search optimization algorithm with decomposition

F Zou, D Chen, S Li, R Lu, M Lin - Applied Soft Computing, 2017 - Elsevier
Community detection is believed to be a very important tool for understanding both the
structure and function of complex networks, and has been intensively investigated in recent …

[HTML][HTML] Multi-objective community detection based on memetic algorithm

P Wu, L Pan - PloS one, 2015 - journals.plos.org
Community detection has drawn a lot of attention as it can provide invaluable help in
understanding the function and visualizing the structure of networks. Since single objective …

Community detection algorithms for recommendation systems: techniques and metrics

C Choudhary, I Singh, M Kumar - Computing, 2023 - Springer
In the early days of social networking, a community was typically viewed as a collection of
user pro-files sharing common interests and likes. This community continued to grow by …

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 multi-objective genetic algorithm for detecting dynamic communities using a local search driven immigrant's scheme

A Panizo-LLedot, G Bello-Orgaz, D Camacho - Future Generation …, 2020 - Elsevier
Abstract The interest in Community Detection Problems on networks that evolves over time
has experienced an increasing attention over the last years. Multi-Objective Genetic …

An evolutionary and local refinement approach for community detection in signed networks

A Amelio, C Pizzuti - International Journal on Artificial Intelligence …, 2016 - World Scientific
An approach to detect communities in signed networks that combines Genetic Algorithms
and local search is proposed. The method optimizes the concepts of modularity and …

A new evolutionary multi-objective community mining algorithm for signed networks

AA Bara'a, HM Rada, MN Abbas, S Özdemir - Applied Soft Computing, 2019 - Elsevier
Community detection in presence of both positive and negative interactions in signed
community structures has recently enjoyed a large increase in interest. The general …