Dr Waleed Umer

Assistant Professor

Department: Mechanical and Construction Engineering

Email Waleed

Key Publications

Please visit the Pure Research Information Portal for further information
Evaluation of sweat-based biomarkers using wearable biosensors for monitoring stress and fatigue: a systematic review, Jie, M., Li, H., Anwer, S., Umer, W., Antwi-Afari, M., Xiao, E. 6 Apr 2024, In: International Journal of Occupational Safety and Ergonomics
Non-invasive detection of mental fatigue in construction equipment operators through geometric measurements of facial features, Mehmood, I., Li, H., Umer, W., Ma, J., Saad Shakeel, M., Anwer, S., Antwi-Afari, M., Tariq, S., Wu, H. 22 Feb 2024, In: Journal of Safety Research
Real-Time Monitoring of Mental Fatigue of Construction Workers Using Enhanced Sequential Learning and Timeliness, Fang, X., Yang, X., Xing, X., Wang, J., Umer, W., Guo, W. 1 Mar 2024, In: Automation in Construction
Critical success factors for implementing blockchain technology in construction, Sun, W., Antwi-Afari, M., Mehmood, I., Anwer, S., Umer, W. 1 Dec 2023, In: Automation in Construction
Deep learning-based construction equipment operators’ mental fatigue classification using wearable EEG sensor data, Mehmood, I., Li, H., Qarout, Y., Umer, W., Anwer, S., Wu, H., Hussain, M., Fordjour Antwi-Afari, M. Apr 2023, In: Advanced Engineering Informatics
Identification and Classification of Physical Fatigue in Construction Workers Using Linear and Nonlinear Heart Rate Variability Measurements, Anwer, S., Li, H., Umer, W., Antwi-Afari, M., Mehmood, I., Yu, Y., Haas, C., Wong, A. 1 Jul 2023, In: Journal of Construction Engineering and Management
Machine learning-based identification and classification of physical fatigue levels: A novel method based on a wearable insole device, Antwi-Afari, M., Anwer, S., Umer, W., Mi, H., Yu, Y., Moon, S., Hossain, M. 1 Jan 2023, In: International Journal of Industrial Ergonomics
Multimodal integration for data-driven classification of mental fatigue during construction equipment operations: Incorporating electroencephalography, electrodermal activity, and video signals, Mehmood, I., Li, H., Umer, W., Arsalan, A., Anwer, S., Mirza, M., Ma, J., Antwi-Afari, M. 1 Oct 2023, In: Developments in the Built Environment
Towards automated physical fatigue monitoring and prediction among construction workers using physiological signals: An on-site study, Umer, W., Yu, Y., Fordjour Antwi-Afari, M., Anwer, S., Jamal, A. 1 Oct 2023, In: Safety Science
Deep learning-based networks for automated recognition and classification of awkward working postures in construction using wearable insole sensor data, Antwi-Afari, M., Qarout, Y., Herzallah, R., Anwer, S., Umer, W., Zhang, Y., Manu, P. 1 Apr 2022, In: Automation in Construction

Qualifications

Construction Managment PhD
Construction Managment MSc
Civil Engineering BEng (Hons)
Associate Fellow of Higher Education Academy AFHEA

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