An improved multi-objective evolutionary algorithm for detecting communities in complex networks with graphlet measure
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Publication Date
Thu Oct 31 2019
Journal Name
Journal Of Theoretical And Applied Information Technology
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Publication Date
Sun Dec 01 2019
Journal Name
Applied Soft Computing
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Publication Date
Sun Nov 01 2020
Journal Name
2020 2nd Annual International Conference On Information And Sciences (aicis)
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Publication Date
Thu Dec 05 2019
Journal Name
Advances In Intelligent Systems And Computing
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Publication Date
Sat Aug 25 2012
Journal Name
Wireless Personal Communications
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Mon Jan 01 2024
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Ieee Access
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Publication Date
Mon Feb 01 2016
Journal Name
Swarm And Evolutionary Computation
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Publication Date
Tue Jan 30 2024
Journal Name
Iraqi Journal Of Science
Parallel Particle Swarm Optimization Algorithm for Identifying Complex Communities in Biological Networks
Identification of complex communities in biological networks is a critical and ongoing challenge since lots of network-related problems correspond to the subgraph isomorphism problem known in the literature as NP-hard. Several optimization algorithms have been dedicated and applied to solve this problem. The main challenge regarding the application of optimization algorithms, specifically to handle large-scale complex networks, is their relatively long execution time. Thus, this paper proposes a parallel extension of the PSO algorithm to detect communities in complex biological networks. The main contribution of this study is summarized in three- fold; Firstly, a modified PSO algorithm with a local search operator is proposed
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Publication Date
Sat Sep 27 2014
Journal Name
Soft Computing
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Publication Date
Thu Dec 01 2016
Journal Name
Swarm And Evolutionary Computation
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