Comparison of support vector machines based on particle swarm optimization and genetic algorithm in sleep staging.

Journal: Technology and health care : official journal of the European Society for Engineering and Medicine
Published Date: Jan 1, 2019

Abstract

BACKGROUND: Heart rate variability (HRV) can reflect the relationship between heart rhythm and sleep structure.

Authors

  • Duyan Geng
    State Key Laboratory of Reliability and Intelligence of Electrical Equipment, Hebei University of Technology, Tianjin, China.
  • Jie Zhao
    Department of Liver & Gallbladder Surgery, The First People's Hospital, Shangqiu, Henan, China.
  • Jiaji Dong
    Key Laboratory of Electromagnetic Field and Electrical Apparatus Reliability of Hebei Province, Hebei University of Technology, Tianjin, China.
  • Xing Jiang
    Key Laboratory of Electromagnetic Field and Electrical Apparatus Reliability of Hebei Province, Hebei University of Technology, Tianjin, China.

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