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 st...

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Detalles Bibliográficos
Publicado en:Technology & Health Care Vol. 27; pp. 143 - 152
Autores principales: Geng, Duyan, Zhao, Jie, Dong, Jiaji, Jiang, Xing, Gómez, Carlos, Schwarzacher, Severin P.
Formato: algorithm equations & formulas research tables/charts Journal Article
Publicado: Sage Publications Inc. 2019 Supplement 1
Acceso en línea:Ver este registro en EBSCOhost