About

Education

  • Ph.D. Candidate, KAIST, Department of Industrial & Systems Engineering, Mar 2016 - Present
  • M.S., KAIST, Department of Industrial & Systems Engineering, Feb 2016
  • B.S., Tsinghua University, Department of Industrial Engineering, Aug 2013

Research Interests

  • Emergency Medical Service system
  • Data analytics
  • Machine learning
  • Decision making in uncertainty

Journal Publication

  • "Evaluation of disaster response system using agent-based model with geospatial and medical details," Bae, J. W., Shin, K., Lee, H.-R., Lee, H. J., Lee, T., Kim, J-H., Cha, W-C., Kim, G. W., and Moon, I-C., IEEE Transactions System, Man, and Cybernetics: Systems, 2017

Working Paper

  • "Demand modeling for Emergency medical service system with mass-casualties cases: k-inflated mixture regression model," Lee, H. J., and Lee, T., working paper

Conference Prensentations

  • "Demand modeling of Emergency medical service system with multi-casualties cases," Lee, H. J., and Lee, T., Daejeon, Korea, November 4, 2017
  • "Comparative study on spatio-temporal forecasting model for daily EMS operation," Lee, H. J., and Lee, T., 2016 KIIE Annual Fall Conference, Seoul, Korea, November 19, 2016
  • "Data analysis of Paramedics' logs and simulation modeling for ambulance transfer plan," Lee, H. J., and Lee, T., 2015 KIIE Annual Fall Conference, Seoul, Korea, November 6-7, 2015

Research Projects

  • Decision making model under future disaster response system, participating researcher, National Research Foundation of Korea (NRF), Jun 2016 - May 2019
  • Research and development of modeling and simulating the rescues, the transfer, and the treatment of disaster victims, participating researcher, Ministry of Public Safety and Security, May 2013 – Apr 2015
  • Interdependent Disaster Modeling for Critical Infrastructures, participating researcher, National Research Foundation of Korea (NRF), Feb 2012 – Jul 2014

Award

  • Best Paper Award at 2014 Korea Society for Simulation (KSS) Annual Conference, May 2014 (Lee, H. J., Shin, K. and Lee, T., "Activity cancelling in P-ACD and its application to EMS system modeling")

Contact

uhyh9002@kaist.ac.kr