SELECTION INFORMATIVE HEART RATE VARIABILITY MEASURES -MARKERS OF REACTION TO EMOTIONAL STIMULI

Authors

  • O. A. Krivova IRTC ITS of NAS of Ukraine
  • I. A. Chaikovsky Glushkov Institute of Cybernetics
  • V. V. Kalnysh SI «Institute for occupational health» NAMS of Ukraine
  • L. M. Kozak IRTC ITS of NAS of Ukraine

DOI:

https://doi.org/10.11603/mie.1996-1960.2016.2.6480

Abstract

On the basis of multivariate statistical analysis developed method for the separation of informative indicators of heart rate variability (HRV), which have diagnostic value for the objective assessment of operator's emotional reaction from watching emotive videos. The technique consists of two stages: 1) multivariate analysis of variance; 2) stepwise discriminate analysis with different strategies of feature selection. The total average classification accuracy 4 states of operators by 10 informative indices (two of which are indicators of the results of self -report and other indicators HRV) reached 95.7 %.

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Published

2016-08-09

How to Cite

Krivova, O. A., Chaikovsky, I. A., Kalnysh, V. V., & Kozak, L. M. (2016). SELECTION INFORMATIVE HEART RATE VARIABILITY MEASURES -MARKERS OF REACTION TO EMOTIONAL STIMULI. Medical Informatics and Engineering, (2). https://doi.org/10.11603/mie.1996-1960.2016.2.6480

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No. 2 (2016)

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