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Comparison of support vector machines based on particle swarm optimization and genetic algorithm in sleep staging
BACKGROUND: Heart rate variability (HRV) can reflect the relationship between heart rhythm and sleep structure. OBJECTIVE: In order to study the effect of support vector machine (SVM) on the results of automatic sleep staging and improve the effectiveness of heart rate variability (HRV) as a sleep s...
Autores principales: | Geng, Duyan, Zhao, Jie, Dong, Jiaji, Jiang, Xing |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
IOS Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6597982/ https://www.ncbi.nlm.nih.gov/pubmed/31045534 http://dx.doi.org/10.3233/THC-199014 |
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