Mcdonald, Anthony individual record
Assistant Professor - Term Appoint
Positions:
overview

Dr. McDonald's research focuses on applying machine learning to relevant problems in human factors in the transportation and healthcare domains. Specifically he is interested in using knowledge generated from machine learning algorithms to improve existing models of human behavior and improving machine learning algorithm performance by combining traditional approaches with novel data analysis and domain expertise.

selected publications
Academic Articles35
  • Karthikeyan, R., Mcdonald, A. D., & Mehta, R. (2022). Stress Detection during Motor Activity: Comparing Neurophysiological Indices in Older Adults. IEEE Transactions on Affective Computing. PP(99), 1-1.
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  • Geiger-Brown, J., & McDonald, A. (2021). Mitigating Drowsy Driving Risk for Night Shift Nurses. AJN, American Journal of Nursing. 121(10), 11-11.
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  • Kim, A., Alambeigi, H., Goddard, T., McDonald, A., & Anderson, B. (2021). Linking Threat-Related Attentional Biases Toward Bicyclists to Driving Behavior. Journal of Vision. 21(9), 1861-1861.
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  • Sarkar, A., Alambeigi, H., McDonald, A., Markkula, G., & Hickman, J. (2021). Role of Peripheral Vision in Brake Reaction Time During Safety Critical Events. Proceedings of the Human Factors and Ergonomics Society Annual Meeting. 65(1), 695-699.
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  • Hopko, S. K., Mehta, R. K., & McDonald, A. D. (2021). Trust in Automation: Comparison of Automobile, Robot, Medical, and Cyber Aid Technologies. Proceedings of the Human Factors and Ergonomics Society Annual Meeting. 65(1), 462-466.
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Conference Papers3
  • McLaurin, E., McDonald, A. D., Lee, J. D., Aksan, N., Dawson, J., Tippin, J., & Rizzo, M (2014). Variations on a theme: Topic modeling of naturalistic driving data.. Proc Hum Factors Ergon Soc Annu Meet. 58(1), 2107-2111.
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  • McDonald, A. D., Lee, J. D., Aksan, N. S., Dawson, J. D., Tippin, J., & Rizzo, M (2013). Highway Healthcare: How Naturalistic Driving Data Index Adherence to CPAP Therapy in Obstructive Sleep Apnea.. Proc Hum Factors Ergon Soc Annu Meet. 57(1), 1859-1863.
  • McDonald, A. D., Schwarz, C., Lee, J. D., & Brown, T. L (2012). Real-Time Detection of Drowsiness Related Lane Departures Using Steering Wheel Angle. Proceedings of the Human Factors and Ergonomics Society Annual Meeting. 56(1), 2201-2205.
Repository Documents / Preprints4
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Reports1
  • Brown, T., Lee, J., Schwarz, C., Fiorentino, D., & McDonald, A. (2014). Assessing the feasibility of vehicle-based sensors to detect drowsy driving. 1-56.
patents
Patents1
  • Sasangohar, F., & Mcdonald, A. D. (2021). Anxiety detection apparatus, systems, and methods.
Email
mcdonald@tamu.edu
First Name
Anthony
Last Name
Mcdonald
mailing address
Texas A&M University; Industrial Engineering; 3131 TAMU
College Station, TX 77843-3131
USA