Towards a Lightweight Stress Prediction Model: a Study on Dimension Reduction and Individual Models in HRV Analysis

Author:

Cui Zeyang1,Ma Yanbo2,Ma Muxin2,Huang Runhe3,Du Bowen4

Affiliation:

1. The Hong Kong Polytechnic University,Hong Kong,China

2. Pontosense Inc.,Canada

3. Hosei University,Faculty of Computer and Information Sciences,Japan

4. Zhongguancun Laboratory,Beijing,China

Publisher

IEEE

Reference38 articles.

1. New Methods for Stress Assessment and Monitoring at the Workplace

2. Towards an automatic early stress recognition system for office environments based on multimodal measurements: A review;Alberdi,2016

3. The influence of person-specific biometrics in improving generic stress predictive models;Nkurikiyeyezu,2019

4. The relationship of autonomic imbalance, heart rate variability and cardiovascular disease risk factors;Thayer,2010

5. Heart rate variability: Standards of measurement, physiological interpretation, and clinical use

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