Unsupervised Adversarial Domain Adaptation in Wearable Physiological Sensing for Construction Workers’ Health Monitoring Using Photoplethysmography-Reference-Cited by-同舟云学术

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Unsupervised Adversarial Domain Adaptation in Wearable Physiological Sensing for Construction Workers’ Health Monitoring Using Photoplethysmography

Published:2024-03-18 Issue: Volume:2 Page:339-348
ISSN:
Container-title:Construction Research Congress 2024
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Author:

Gautam Yogesh¹²³,Liu Yizhi¹²³,Jebelli Houtan¹²³

Affiliation:

1. Ph.D. Student, Dept. of Civil and Environmental Engineering, Univ. of Illinois Urbana-Champaign, Champaign, IL.

2. Assistant Professor, Dept. of Civil and Environmental Engineering, Syracuse Univ., Syracuse, NY.

3. Assistant Professor, Dept. of Civil and Environmental Engineering, Univ. of Illinois Urbana-Campaign, Champaign, IL.

Publisher

American Society of Civil Engineers

Link

https://ascelibrary.org/doi/pdf/10.1061/9780784485262.035

Reference16 articles.

1. The use of photoplethysmography for assessing hypertension;Elgendi M.;npj Digital Medicine,2019

2. Generative adversarial networks

3. Wristband-type wearable health devices to measure construction workers' physical demands

4. Jebelli H. B. Choi H. Kim and S. Lee. 2018. “Feasibility study of a wristband-type wearable sensor to understand construction workers’ physical and mental status.” Construction Research Congress 2018: Construction Information Technology - Selected Papers from the Construction Research Congress 2018 2018-April: 367–377. American Society of Civil Engineers (ASCE). https://doi.org/10.1061/9780784481264.036.

5. Covariate Shift Adaptation by Importance Weighted Cross Validation;Jp S. T. A.;The Journal of Machine Learning Research,2007

Cited by 2 articles. 订阅此论文施引文献订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Worker-centric heat strain analysis: Integrating physiological signals with ensemble learning and domain adaptation;Automation in Construction;2024-10

2. Autoencoder-based Photoplethysmography (PPG) signal reliability enhancement in construction health monitoring;Automation in Construction;2024-09

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