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Journal Publications:

  1. Fan, C., Zhang, C., Yahja, A., & Mostafavi, A., (2021). Disaster City Digital Twin: a vision for integrating artificial and human intelligence for disaster management, International Journal of Information Management, 102049.
  2. Fan, C., Jiang, X., Lee, R., & Mostafavi, A., (2022). Equality of access and resilience in urban population-facility networks, npj Urban Sustainability (Nature Publishing Group), 2, 9.
  3. Fan, C., Jiang, X., & Mostafavi, A., (2021). Evaluating crisis perturbations on urban mobility using adaptive reinforcement learning, Sustainable Cities and Society, 75, 103367. 
  4. Fan, C., Jiang, X., & Mostafavi, A., (2020). A network percolation-based contagion model of flood propagation and recession in urban road networks. Scientific Reports (Nature Publishing Group), 10, 13481.
  5. Fan, C., Jiang, Y., & Mostafavi, A., (2021). The role of local influential users in spread of situational crisis information. Journal of Computer-Mediated Communication, 26(2): 108-127.
  6. Fan, C., & Mostafavi, A., (2019). A graph-based method for social sensing of infrastructure disruptions in disasters. Computer-Aided Civil and Infrastructure Engineering, 34: 1055-1070.
  7. Fan, C., Lee, R., Yang, Y., & Mostafavi, A., (2021). Fine-grained data reveal segregated mobility networks and opportunity for local containment of COVID-19, Scientific Reports (Nature Publishing Group), 11, 16895.
  8. Fan, C., Jiang, Y., & Mostafavi, A., (2020). Emergent social cohesion for coping with community disruptions in disasters. Journal of the Royal Society Interface, 17(164), 20190778.
  9. Fan, C., Esparza, M., Dargin, J., Wu., F., Oztekin, B., & Mostafavi, A., (2020). Spatial biases in crowdsourced data: Social media content attention concentrates on populous areas in disasters. Computers, Environment and Urban Systems, 83, 101514.
  10. Rachunok, B., Fan, C., Lee, R., Nateghi, R., & Mostafavi, A., (2022). Is the data suitable? The comparison of keyword versus location filters in crisis informatics using Twitter data, International Journal of Information Management Data Insights, 2(1), 100063.
  11. Fan, C., Wu, F., & Mostafavi, A., (2020). A hybrid machine learning pipeline for automated mapping of events and locations from social media in disasters. IEEE Access, 8, 10478-10490.
  12. Esmalian, A., Yuan, F., Rajput, A., Farahmand, H., Dong, S., Li, Q., Gao, X., Fan, C., Lee, C., Hsu, C., Patrascu, F., & Mostafavi, A., (2022). Operationalizing resilience practices in transportation infrastructure planning and project development, Transportation Research Part D: Transport and Environment, 104, 103214.
  13. Li, Q., Yang, Y., Wang, W., Lee, S., Xiao, X., Gao, X., Oztekin, B., Fan, C., & Mostafavi, A., (2021). Unraveling the dynamic importance of county-level features in trajectory of COVID-19, Scientific Reports (Nature Publishing Group), 11, 13058.
  14. Wu, F., Du, M., Fan, C., Tang, R., Yang, Y., Mostafavi, A., & Hu, X., (2021). Understanding social biases behind location names in contextual word embedding models, IEEE Transactions on Computational Social Systems, 1-11.
  15. Fan, C., Lee, S., Yang, Y., Oztekin, B., Li, Q., & Mostafavi, A., (2021). Effects of population co-location reduction on cross-county transmission risk of COVID-19 in the United States, Applied Network Science. 6(14), 1-18.
  16. Li, Q., Bessel, L., Xiao, X., Fan, C., Gao, X., & Mostafavi, A., (2021). Disparate patterns of movements and visits to points of interests located in urban hotspots Unique Styles across U.S. metropolitan cities during COVID-19, Royal Society Open Science, 8: 201209.
  17. Yang, Y., Zhang, C., Fan, C., Mostafavi, A., & Hu, X., (2020). Towards fairness-aware disaster informatics: an interdisciplinary perspective, IEEE Access, vol. 8, pp. 201040-201054.
  18. Fan, C., Jiang, Y., & Mostafavi, A., (2020). Social sensing in disaster city digital twin: an integrated textual-visual-geo framework for situational awareness during built environment disruptions. ASCE Journal of Management in Engineering, 36(3), 04020002.
  19. Ramchandani, A., Fan, C., & Mostafavi, A., (2020). DeepCOVIDNet: An interpretable deep learning model for predictive surveillance of COVID-19 using heterogeneous features and their interactions, IEEE Access, 8, 159915-159930.
  20. Fan, C., Shen, J., Mostafavi, A., & Hu, X., (2020). Characterizing reticulation in online social networks during disasters. Applied Network Science, 5(29), 1-20.
  21. Fan, C., Jiang, Y., Yang, Y., Zhang, C., & Mostafavi, A., (2020). Crowd or Hubs: information diffusion patterns in online social networks in disasters. International Journal of Disaster Risk Reduction, 46, 101498.
  22. Gao, X., Fan, C., Yang, Y., Lee, S., Li, Q., Maron, M., & Mostafavi, A., (2021). Early indicators of COVID-19 spread risk using digital trace data of population activities, Frontiers in Built Environment. 6:607961.
  23. Dargin, J., Fan, C., & Mostafavi, A., (2020). Vulnerable populations and social media use in disasters: Uncovering the digital divide in three major U.S. hurricanes, International Journal of Disaster Risk Reduction.
  24. Zhang, C., Fan, C., Yao, W., Hu, X., & Mostafavi, A., (2019). Social media for intelligent public information and warning in disasters: an interdisciplinary review. International Journal of Information Management, 49, 190-207.
  25. Fan, C., & Mostafavi, A., (2019). Meta-network framework for performance analysis of disaster management System-of-Systems. IEEE Systems Journal, 14(1), 1265-1276.
  26. Yang, Y., Zhang, C., Fan, C., Yao, W., Huang, R., & Mostafavi, A., (2019). Exploring emergence of influential users on social media during natural disasters. International Journal of Disaster Risk Reduction, 38, 101204.
  27. Fan, C., & Miller, S. A., (2018). Reducing greenhouse gas emissions for prescribed concrete compressive strength. Construction and Building Materials, 167, 918-928.
  28. Dong, Z., Xia, J., Fan, C., & Cao, J. (2015). Activity of calcined coal gangue fine aggregate and its effect on the mechanical behavior of cement mortar. Construction and Building Materials, 100, 63-69.w!

Conference Publications:

  • Jiang, Z., Han, X., Fan, C., Fan, Y., Mostafavi, A., & Hu, X., (2022). Generalized demographic parity for group fairness, in International Conference on Learning Representations (ICLR).
  • Fan, C., Jiang, Y., & Mostafavi, A., (March, 2020). Integrated Natural Language Processing and Meta-network analysis for Social Sensing of Location-Event-Actor Nexus in Disasters, ASCE Construction Research Congress, ASCE.
  • Fan, C., Farahmend, H., & Mostafavi, A., (January, 2020). Rethinking Infrastructure Resilience Assessment with Human Sentiment Reactions on Social Media in Disasters, 53rd HAWAII International Conference on System Sciences (HICSS-53) Scholar Space.
  • Fan, C., Jiang, Y., & Mostafavi, A., (June, 2020). Seeding Strategies in Online Social Networks for Improving Information Dissemination of Built Environment Disruptions in Disasters, Computing in Civil Engineering (i3CE), ASCE.
  • Fan, C., Mostafavi, A., Yao, W., & Huang, R., (January, 2019). A Graph-based Approach for Detecting Critical Infrastructure Disruptions on Social Media in Disasters, 52nd HAWAII International Conference on System Sciences (HICSS-52) (Best Paper Nomination). Scholar Space.
  • Fan, C., Mostafavi, A., Gupta, A., & Zhang, C. (June, 2018). A System Analytics Framework for Detecting Infrastructure-Related Topics in Disasters Using Social Sensing, Workshop of the European Group for Intelligent Computing in Engineering. Springer, Cham.
  • Fan, C., Zhang, C., & Mostafavi, A., (June, 2018). Meta-Network Framework for Analyzing Disaster Management System-of-Systems, 13th System of Systems Engineering Conference (SoSE 2018). IEEE.
  • Fan, C., & Mostafavi, A., (April, 2018). Establishing a framework for disaster management system- of-systems. 2018 Annual IEEE International Systems Conference (SysCon). IEEE.

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