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Support Vector Machine Based on Adaptive Acceleration Particle Swarm Optimization

Existing face recognition methods utilize particle swarm optimizer (PSO) and opposition based particle swarm optimizer (OPSO) to optimize the parameters of SVM. However, the utilization of random values in the velocity calculation decreases the performance of these techniques; that is, during the ve...

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Detalhes bibliográficos
Main Authors: Abdulameer, Mohammed Hasan, Sheikh Abdullah, Siti Norul Huda, Othman, Zulaiha Ali
Formato: Artigo
Idioma:Inglês
Publicado em: Hindawi Publishing Corporation 2014
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC3984833/
https://ncbi.nlm.nih.gov/pubmed/24790584
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2014/835607
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