Virginia Tech® home

Journal Publications

SPL feautured publications:

Automation in Safety-Critical Systems

  • Liu, N. Y. G., Triantis, K., Madsen, P., & Roets, B. (2025). The Relationships among Workload, Automation Reliance, and Human Errors in Safety-Critical Monitoring Roles. Safety Science, 185, 106775.
  • Hashemian, S. M., & Triantis, K. (2023). Production pressure and its relationship to safety: A systematic review and future directions. Safety Science, 159, 106045.

Machine Learning

  • Ba-Aoum, M., Alrezq, M., Datta, J., & Triantis, K. P. (2024). Predicting student self-efficacy in Muslim societies using machine learning algorithms. Frontiers in Big Data, 7, 1449572.
  • Sobrie, L., Verschelde, M., & Roets, B. (2024). Explainable real-time predictive analytics on employee workload in digital railway control rooms. European Journal of Operational Research, 317(2), 437-448.

Data Envelopment Analysis

  • Mohsenirad, S., & Triantis, K. (2025). Testing for heterogeneity in data envelopment analysis. Annals of Operations Research, 1-22.
  • Zervopoulos, P. D., Triantis, K., Sklavos, S., & Kanas, A. (2023). An alternative Bayesian data envelopment analysis approach for correcting bias of efficiency estimators. Journal of the Operational Research Society, 74(4), 1021-1041.

Disaster & Crisis Management

  • “Rebecca” Bian, R., Murray-Tuite, P., Trainor, J. E., Edara, P., & Triantis, K. (2023). Sequentially modeling household accommodation, destination, and departure time choices. International Journal of Mass Emergencies & Disasters, 41(2-3), 223-240.
  • Bian, R., Murray-Tuite, P., Trainor, J., Edara, P., & Triantis, K. (2023). Modeling evacuees’ intended responses to a phased hurricane evacuation order. Applied Sciences, 13(8), 5194.

Complexity & Systems Thinking

  • Haque, S., Mahmoudi, H., Ghaffarzadegan, N., & Triantis, K. (2023). Mental models, cognitive maps, and the challenge of quantitative analysis of their network representations. System Dynamics Review, 39(2), 152-170.
  • Davis, K., Ghaffarzadegan, N., Grohs, J., Grote, D., Hosseinichimeh, N., Knight, D., Mahmoudi, H., & Triantis, K. (2020). The Lake Urmia vignette: a tool to assess understanding of complexity in socio‐environmental systems. System Dynamics Review, 36(2), 191-222.