Dr Waleed Umer

• Please visit the Pure Research Information Portal for further information
• 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. 13 Jul 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. 27 Jun 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
• Effects of load carrying techniques on gait parameters, dynamic balance, and physiological parameters during a manual material handling task, Anwer, S., Li, H., Antwi-Afari, M., Umer, W., Mehmood, I., Wong, A. 24 Nov 2022, In: Engineering, Construction and Architectural Management
• Heart rate variability based physical exertion monitoring for manual material handling tasks, Umer, W., Yu, Y., Antwi-Afari, M., Jue, L., Siddiqui, M., Li, H. 1 May 2022, In: International Journal of Industrial Ergonomics
• Personality and Leadership Styles of Project Managers in Crisis and Uncertainty, Maqbool, R., Udall, A., Umer, W. 29 Mar 2022, In: Frontiers in Psychology - Organisational Psychology
• Quantifying the Effect of Mental Stress on Physical Stress for Construction Tasks, Umer, W., Yu, Y., Antwi Afari, M. 1 Mar 2022, In: Journal of Construction Engineering and Management

Construction Managment PhD September 30 2018