Online Assessment of Spontaneous Mental Fatigue in Construction Workers Considering Data Quality: Improved Online Sequential Extreme Learning Machine-Reference-Cited by-同舟云学术

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Online Assessment of Spontaneous Mental Fatigue in Construction Workers Considering Data Quality: Improved Online Sequential Extreme Learning Machine

Published:2024-11 Issue:11 Volume:150 Page:
ISSN:0733-9364
Container-title:Journal of Construction Engineering and Management
language:en
Short-container-title:J. Constr. Eng. Manage.

Author:

Fang Xin¹,Li Heng²^ORCID,Ma Jie¹,Xing Xuejiao³,Ren Qiubing⁴,Umer Waleed⁵^ORCID,Wang Lei⁶^ORCID

Affiliation:

1. Ph.D. Candidate, Dept. of Building and Real Estate, Hong Kong Polytechnic Univ., Hung Hom, Kowloon, Hong Kong.

2. Chair Professor, Dept. of Building and Real Estate, Hong Kong Polytechnic Univ., Hung Hom, Kowloon, Hong Kong. ORCID: .

3. School of Finance, Zhongnan Univ. of Economics and Law, Wuhan 430073, China (corresponding author).

4. State Key Laboratory of Hydraulic Engineering Simulation and Safety, Tianjin Univ., Tianjin 300350, China.

5. Dept. of Architecture and Built Environment, Northumbria Univ., Newcastle upon Tyne NE18ST, UK. ORCID: .

6. Ph.D. Candidate, Dept. of Building and Real Estate, Hong Kong Polytechnic Univ., Hung Hom, Kowloon, Hong Kong. ORCID: .

Publisher

American Society of Civil Engineers (ASCE)

Link

https://ascelibrary.org/doi/pdf/10.1061/JCEMD4.COENG-14670

Reference77 articles.

1. Machine learning-based identification and classification of physical fatigue levels: A novel method based on a wearable insole device;Antwi-Afari M.;Int. J. Ind. Ergon,2022

2. Monitoring fatigue in construction workers using physiological measurements

3. Impact of fuzziness categorization on divide and conquer strategy for instance selection;Ashfaq R.;J. Intell. Fuzzy Syst.,2017

4. Cognitive fatigue facilitates procedural sequence learning;Borragán G.;Front. Hum. Neurosci.,2016

5. Estimating workload using EEG spectral power and ERPs in the n-back task;Brouwer A.;J. Neural Eng.,2012

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