Publications

Journal Publications (Students italicized)

  1. Mukhopadhyay, A., G. Pettet, S. Vazirizade, D. Lu, A. Jaimes, S. Said, H. Baroud, Y. Vorobeychik, M. Kochenderfer, A. Dubey. 2022. A Review of Incident Prediction, Resource Allocation, and Dispatch Models for Emergency Management. Accident Analysis and Prevention 165, 106501. Link
  2. Wang, Y., J. Yu, and H. Baroud. 2021. Generating Synthetic Systems of Interdependent Critical Infrastructure Networks. IEEE Systems. Link
  3. Morolake, O., H. Burton, and H. Baroud. 2021. Bayesian Parameter Estimation of Duration-Based Variables used in Post-Earthquake Building Recovery Modeling. Accepted in Eartquake Spectra.
  4. Yu, J., A. Kermanshah, M. Whitman, and H. Baroud. 2021. Bayesian Approach for Assessing the Serviceability of Infrastructure Systems under Uncertainty: A Case Study on Water Distribution Systems. Reliability Engineering & System Safety, 215, 107735. Link
  5. Reilly, A. H. Baroud, R. Flage, and M. Gerst. 2021. Sources of Uncertainty in Interdependent Infrastructure and their Implications. Reliability Engineering & System Safety, 213, 107756. Link
  6. Perrucci, D. V., and H. Baroud. 2021. Temporary housing operations: A simulation-based inventory management approach using the news vendor model. International Journal of Disaster Risk Reduction, 65, 102512. Link
  7. Dhulipala, S., H. Burton, and H. Baroud. 2021. A Markov Framework for Generalized Post-Event Infrastructure Recovery Modeling: From Single to Multihazards. Structural Safety, 91, 102091. Link
  8. Yu, J. and H. Baroud. 2020. Modeling Uncertain and Dynamic Interdependencies of Infrastructure Systems Using Stochastic Block Models. ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part B: Mechanical Engineering, 6(2). Link
  9. Kermanshah, A., H. Baroud, and M. Abkowitz. 2020. Cyber-Physical Technologies in Freight Operations and Sustainability: A Case Study of Smart GPS Technology in Trucking. Sustainable Cities and Society, 102017. Link
  10. Nelson, K. S., L. Gillespie-Marthaler, H. Baroud, M. Abkowitz, and D. Kosson. 2020. An Integrated and Dynamic Framework for Assessing Sustainable Resilience in Complex Adaptive Systems. Sustainable and Resilient Infrastructure, 1-19 Link
  11. Perrucci, D. and H. Baroud. 2020. A Review of Temporary Housing Management Modeling: Trends in Design Strategies, Optimization Models, and Decision-Making Methods. Sustainability, 12(24), 10388 Link
  12. Johnson, P., C. Brady, C. Philip, H. Baroud, J. Camp, M. Abkowitz. 2020. A Factor Analysis Approach Toward Reconciling Community Vulnerability and Resilience Indices for Natural Hazards. Risk Analysis. 40(9): 1795-1810 Link
  13. Best, K., J. Gilligan, H. Baroud, A. Carrico, K. Donato, B. A. Ackerly, and B. Mallick. 2020. Random Forest Analysis of Two Household Surveys can Identify Important Predictors of Migration in Bangladesh. Journal of Computational Social Science, 1-24. Link
  14. Espinoza, D., Morris, J., Baroud, H. 2019. The role of traditional discounted cash flows in the tragedy of the horizon: another inconvenient truth. Mitigation and Adaptation Strategies for Global Change, 1-18 Link
  15. Yu, J.Z. and Baroud, H., 2019. Quantifying Community Resilience Using Hierarchical Bayesian Kernel Methods: A Case Study on Recovery from Power Outages. Risk Analysis, 39(9), pp.1930-1948. Link
  16. Blankush, J., A. Gardiner, V. Tiwari, A. Kim, H. Baroud, D. Koester, D. Adams, and J. Broucek. 2020. Unforeseen Consequences: Comparative Environmental Impacts of Robotic and Open Ventral Hernia Repair. Journal of the American College of Surgeons, 231(4), e149. Link
  17. De Silva, T. M., Hornberger, G.M., and Baroud, H. Decision Analysis to Support the Choice of a Future Power Generation Pathway for Sri Lanka. Applied Energy, Volume 240, 680-697. Link
  18. Peters, C.N., Baroud, H. and Hornberger, G.M., 2019. Multicriteria decision analysis of drinking water source selection in southwestern Bangladesh. Journal of Water Resources Planning and Management, 145(4), p.05019004. Link
  19. De Silva, T. M., G. M. Hornberger, and H. Baroud. 2019. A Decision Analysis for the Expansion of the Mahaweli Multi-Purpose Reservoir System in Sri Lanka. Water Resources Planning and Management, 145(9), 05019013. Link
  20. Saeed, T.U., Hall, T., Baroud, H. and Volovski, M.J., 2019. Analyzing road crash frequencies with uncorrelated and correlated random-parameters count models: An empirical assessment of multilane highways. Analytic methods in accident research, 23, p.100101. Link
  21. Bedoya, C., C. Gomez, A. Gonzalez, and H. Baroud. 2019. Integrating Operational and Organizational Aspects in Interdependent Infrastructure Network Recovery. Risk Analysis, 39(9):1913-1929. Link
  22. Nelson, K. S., Gillespie-Marthaler, L., Baroud, H., Abkowitz, M., and Kosson, D. 2019. An Integrated and Dynamic Framework for Assessing Sustainable Resilience in Complex Adaptive Systems. Sustainable and Resilient Infrastructure, 1-19 Link
  23. Whitman, M., Baroud, H, and Barker, K. 2019. Multicriteria Risk Analysis of Commodity-Specific Dock Investments at an Inland Waterway Port. The Engineering Economist, 1-21. Link
  24. Gillespie‐Marthaler, L., Nelson, K.S., Baroud, H., Abkowitz, M. 2019. Selecting Indicators for Assessing Community Sustainable Resilience. Risk Analysis. 10.1111. Link
  25. Gillespie-Marthaler, L., Nelson, K.S., Baroud, H., Kosson, D.S. and Abkowitz, M., 2019. An integrative approach to conceptualizing sustainable resilience. Sustainable and Resilient Infrastructure, 4(2), pp.66-81. Link
  26. Baroud, H. and Barker, K., 2018. A Bayesian kernel approach to modeling resilience-based network component importance. Reliability Engineering & System Safety, 170, pp.10-19. Link
  27. MacKenzie, C.A., Baroud, H. and Barker, K., 2016. Static and dynamic resource allocation models for recovery of interdependent systems: application to the Deepwater Horizon oil spill. Annals of Operations Research, 236(1), pp.103-129. Link
  28. Baroud, H., Barker, K., Ramirez‐Marquez, J. E., & Rocco, C. M. 2015. Inherent costs and interdependent impacts of infrastructure network resilience. Risk Analysis, Volume 35, 642-662. Link
  29. Baroud, H., Barker, K., & Ramirez-Marquez, J. E. 2014. Importance measures for inland waterway network resilience. Transportation research part E: logistics and transportation review, Volume 62, 55-67. Link
  30. Barker, K., & Baroud, H. 2014. Proportional hazards models of infrastructure system recovery. Reliability Engineering & System Safety, 124, 201-206. Link
  31. Baroud, H., Ramirez‐Marquez, J. E., Barker, K., & Rocco, C. M. 2014. Stochastic measures of network resilience: Applications to waterway commodity flows. Risk Analysis, Volume 34, 1317-1335. Link
  32. Baroud, H., Barker, K., & Hank Grant, F. 2013. Multiobjective stochastic inoperability decision tree for infrastructure preparedness. Journal of Infrastructure Systems, Volume 20 Link

Conference Proceedings (Students italicized)

  1. Yu, J., Y. Wang, and H. Baroud. 2022. Comparing Topology-based and Flow-based Resilience Assessmentof Interdependent Infrastructure Networks. The 13th International Conference on Structural Safety and Reliability (ICOSSAR 2021). Under Review.
  2. Vazirizade, S.M., A Mukhopadhyay, G. Pettet, S. El Said, H. Baroud, and A. Dubey. 2021. Learning Incident Prediction Models Over Large Geographical Areas for Emergency Response. IEEE International Conference on Smart Computing (SMARTCOMP), 424-429.
  3. Wang, Y., J. Yu, and H. Baroud. 2020. Quantifying the Interdependency Strength Across Critical Infrastructure Systems Using A Dynamic Network Flow Redistribution Model. Proceedings of the 30th European Safety and Reliability Conference and 15th Probabilistic Safety Assessment and Management Conference. (virtual participation).
  4. Yu, J. and H. Baroud. 2019. A Probabilistic Approach for Modeling the Resilience of Interdependent Power and Water Infrastructure Networks. Proceedings of the 29th European Safety and Reliability Conference. Hannover, Germany.
  5. Yu, J. and H. Baroud. 2019. Modeling the Resilience of Interdependent Infrastructure Systems under Uncertainty. 13th International Conference on Applications of Statistics and Probability in Civil Engineering, ICASP13. Seoul, South Korea.
  6. Perrucci, D. and H. Baroud. 2018. Improving Community Resilience through Post-Disaster Temporary Housing Optimization. Probabilistic Safety Assessment and Management (PSAM). Los Angeles, LA.
  7. Baroud, H. and S. Murlidar. 2018. Measuring Infrastructure and Community Recovery Rate Using Bayesian Methods: A Case Study of Power Systems Resilience. The European Safety and Reliability (ESREL) Conference, Trondheim, Norway.
  8. Sun, F., A. Dubey, C. Samal, H. Baroud, C. Kulkarni. 2018. Short-term transit decision support system using multi task deep neural networks. IEEE International Conference on Smart Computing (SMARTCOMP), Taormina, Sicily, Italy.
  9. Freitas, J. and H. Baroud. 2017. Impact of Climate Change and Infrastructure Risk Management on Arctic Shipping. 12th International Conference on Structural Safety & Reliability (ICOSSAR), Vienna, Austria.
  10. Winckler, V., E., Wollega, and H. Baroud. 2017. Renewable Energy Supply Risk Analysis Using Stochastic Network Optimization. The European Safety and Reliability (ESREL) Conference, Portoroz, Solvenia.
  11. Oruganti, A., F. Sun, H. Baroud, and A. Dubey. 2016. DelayRadar: A Multivariate Predictive Model for Transit Systems. IEEE International Conference on Big Data, Washington, DC.
  12. Baroud, H., R. Francis, and K. Barker. 2016. Data-Driven Methods for the Risk Analysis of Global Supply Chains. Proceedings of the 13th International Conference on Probabilistic Safety Assessment & Management, Seoul, Korea.
  13. Whitman, M., H. Baroud, and K. Barker. 2015. Multi-Criteria Inoperability Analysis of Commodity-Specific Dock Disruptions at an Inland Waterway Port. Proceedings of the 2015 IEEE Systems and Information Engineering Design Symposium, Charlottesville, VA.
  14. Floyd, M., H. Baroud, and K. Barker. 2014. Empirical Analysis of Bayesian Kernel Methods for Modeling Count Data. Proceedings of the 2014 IEEE Systems and Information Engineering Design Symposium, Charlottesville, VA.
  15. Baroud, H. and K. Barker. 2014. Bayesian Kernel Methods for Critical Infrastructure Resilience Modeling. Proceedings of ASCE ICVRAM ISUMA, Liverpool, UK.
  16. Baroud, H., J.E. Ramirez-Marquez, K. Barker, and C.M. Rocco. 2013. Modeling Resilience in Infrastructure Networks: Inherent Costs and Interdependent Impacts. Proceedings of ICOSSAR, New York, NY.
  17. Baroud, H., K. Barker, R. Lurvey, and C.A. MacKenzie. 2013. Bayesian Kernel Models for Disruptive Event Data. Proceedings of ISERC, San Juan, Puerto Rico. Best Paper Award in the Homeland Security Track
  18. MacKenzie, C.A., H. Baroud, and K. Barker. 2012. Optimal Resource Allocation for Recovery of Interdependent Systems: Case Study of the Deepwater Horizon Oil Spill. Proceedings of ISERC, Orlando, FL. Best Paper Award in the Homeland Security Track
  19. Baroud, H. and K. Freeland. 2010. A simple integer-valued AR(p) model. ASA proceedings, Joint Statistical Meetings, Vancouver, B.C.