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Peer-Reviewed International Conference Papers

  1. Taeho, Oh, Kim, Inhi, Zhibin, Li, Exploring Safe Overtaking Behavior Threshold Considering Human Interactions Using Multi-Agent Driving Simulator 103rd Transportation Research Board Annual Meeting, US, 2024
  2. Lim, Jaehyuck, Park, Hyunchul, Oh, Taeho, Kim, Inhi, The Impact of Information Delivery System in Tunnels Depending on Lighting Intensity and Speed Limit, 103rd Transportation Research Board Annual Meeting, US, 2024
  3. Kwon, Donghyun, Kim, Eui-Jin, Kim, Inhi, Customized Deep Generative Models to Resolve the Sampling Bias in Population Synthesis, 103rd Transportation Research Board Annual Meeting, US, 2024
  4. Paek, Songmi, Chung, Hyungchul, Kim, Inhi, Assessing Mass Circular Tram Service Equity in Metropolitan City, 103rd Transportation Research Board Annual Meeting, US, 2024
  5. Jung, Jaeeun, Yoon, Jinwon, Kim, Inhi, EcoMRL: Deep Reinforcement Learning-based Traffic Signal Control for Urban Air ​Quality, 103rd Transportation Research Board Annual Meeting, US, 2024
  6. Jang, Hyeokjun, Jang, Kitae, Kim, Inhi, Analyzing the Impact of Autonomous Vehicles on Urban Traffic Flow at the Large Scale Network Using Real-World Data, 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Spain
  7. Kwon, Donghyun, Kim, Inhi, Enhancing Deep Generative Models for Distinguishing Sampling Zeros and Structural Zeros in Population Synthesis, 11th Symposium of the European Association for Research in Transportation (hEART 2023) 
  8. Jung, Jaeeun, Oh, Taeho, Kim, Inhi, Park, Shinhyoung, Open-sourced real-time visualization platform for traffic simulation, 14th International Conference on Ambient Systems, Networks and Technologies Networks, Belgium 2023
  9. Wu, Chunliang, Kim, Inhi, Ma, Zhenliang, Deep Reinforcement Learning Based Traffic Signal Control: A Comparative Analysis, 14th International Conference on Ambient Systems, Networks and Technologies Networks, Belgium 2023
  10. Yoo, Yegi, Chen, Tiantian, Jang, Kitae, Kim, Inhi, Impact on Platooning of Autonomous Vehicles using Macro to Micro simulations, 14th International Conference on Ambient Systems, Networks and Technologies Networks, Belgium 2023
  11. Kwon, Donghyun, Lee, Changhee, Kim, Inhi, Large-Scale Network Imputation and Prediction of Traffic Volume Based on Multi-Source Data Collection System, 102th Transportation Research Board Annual Meeting, US
  12. Taeho, Oh, Kim, Inhi, Zhibin, Li, Robust Overtaking Behavior with Human Interaction in Multi-Agent Driving Simulator Supported by Machine Learning, 102th Transportation Research Board Annual Meeting, US
  13. Nourmohammadi, Fatemeh, Nourmohammadi, Zahra, Lee, Jinwoo, Kim, Inhi, Designing Patrol Ship Routes Based on Multi Data Sources for Marine Environment, 102th Transportation Research Board Annual Meeting, US
  14. Park, Hyunchul, Oh, Taeho, Kim, Inhi, Effects of Driver’s Braking Response by the Real-Time Pedestrian Scale Warning System, 102th Transportation Research Board Annual Meeting, US
  15. Kwon, D., Oh, T., Lee, C., Kim, I., Large Scale Multi-source Traffic Flow Forecasting Based on Attention Based Spatio-Temporal Graph Convolutional Networks – LSTM, ITS World Congress 2022, LA, US, 2022
  16. Oh, T., Kim, I., Overtaking Maneuvers using Multi-Agent Systems on a Two-Lane Two-Way Road, ITS World Congress 2022, LA, US, 2022
  17. Yoo, Y., Kwon, D., Kim, I., An impact of vehicles in the platooning on the road network, ITS World Congress 2022, LA, US, 2022
  18. Park., H., Oh, T., Kim, I., Validation of Spatial Orientation Skill using Virtual Reality Treadmill, ITS World Congress 2022, LA, US, 2022
  19. Kwon, D., Park, H., Kim, I., Traffic Data Calibration Collected by RSE Detectors based on Deep Learning, The 14th International Conference of Eastern Asia Society for Transportation Studies(EASTS), 2021
  20. Yoo, Y., Kang, J., Park, S., Kim, I., Priority signal effect on S-BRT(Super Bus Rapid Transit), The 14th International Conference of Eastern Asia Society for Transportation Studies(EASTS), 2021
  21. Nourmohammadi, Z., Yoo, Y., Kim, I., Explore the Applicability of Machine Learning Method to Find Marine Causalities: A Case Study of Territorial Sea of South Korea, The 14th International Conference of Eastern Asia Society for Transportation Studies(EASTS). 2021
  22. Xu, L., Oh, T., Hu, X., Kim, I., Explore the Applicability of Shared Streets with Virtual Reality Technology: A Case Study of Suzhou, China, TRB2021, Washington DC
  23. Wang Bo, Kim, I., Revealing Mobility Regularities in Urban Rail Systems, The 11th International Conference on Ambient Systems, Networks and Technologies (ANT)
  24. Bo, W., Vu, H., and Kim, I., Short-Term Traffic Prediction Using A Spatial-Temporal CNN Model With Transfer Learning , TRB, 2020, Washington DC
  25. Dong Xiao, Tianqi Gu, Yuanqiu Bao, and Kim, I., Inferring The Optimal Number Of Dockless Shared Bike In A New Area By Applying The Gradient Boosting Decision Tree Model, TRB, 2020, Washington DC
  26. Taeho Oh, Yanping Xu, Zhibin Li, and Kim, I., The Use of Emerging Virtual Reality Technology in Road Safety Analysis: The Hook-Turn Case , TRB, 2020, Washington DC
  27. Chunliang Wu, Kim, I., Exploring the relationship between built environment and public sharing bike flow in Suzhou, China using geographically weighted regression model, TRB, 2019, Washington DC
  28. Wenhua Jiang, Kim, I., Imputation of missing transfer passenger flow with self-measuring multi-task gaussian process, TRB, 2019, Washington DC
  29. Meina Zheng, Kim, I, An analysis of short-term available parking space forecasting method based on LSTM neural network, TRB, 2019, Washington DC
  30. Duy Nguyen-Phuoc, Kim, I, Turn signal use among car drivers and motorcyclists at intersections: a case study of Danang, Vietnam, TRB, 2019, Washington DC
  31. Khaled Sabban, Kim, I, User Satisfaction of the Road Network: A Structural Equation Model, TRB, 2019, Washington DC
  32. Wu, C., Kim, I., Liu, Z., Exploring Human Mobility Pattern Using Complex Network Theory and Spatial Econometric Model, HKSTS 2018
  33. Xinyuan Chen, Zhiyuan Liu and Kim, I., Parallel computing for user equilibrium problem in a cluster with integrated computing resources, HKSTS 2018
  34. Xu, X., Liu, Z., Kim, I.,Optimal Sitting and Sizing of the Remote Park-and-Ride Scheme in the Multimodal Transport Network, TRB 2018
  35. Song, C., Bao, Y., Gu, T., Kim, I. Perspectives of opening a gated community and its effect, CICTP 2017, Shanghai, China
  36. Xu, X., Lin, H., Liu, Z., Kim, I., Understanding road rage: Insights from a synthesis of research, CICTP 2017, Shanghai, China
  37. Zhu, S., Kim, I., Zhao, Q., Song, G., Yu, L., Analysis of Vehicle Stop-And-Go Driving Behaviors at Signalized Intersections, CICTP 2017, Shanghai, China
  38. Chen, X., Liu, Z., Kim, I., Cheng, Q., Chen, Z., Modelling asymmetric and non-additive P&R schemes, CICTP 2017, Shanghai, China
  39. Wu, C., Shao, Y., An, K., Kim, I., Analysis of Public Bicycle Sharing Network based on Complex Network Theory, CICTP 2017, Shanghai, China
  40. Wang, B., Hua, L., Kim, I., Social media application for illegal parking problem, CICTP 2017, Shanghai, China
  41. Cao, X., Young, W., Sarvi, M., Kim, I. A Study of Lane Change Behavior of Heavy Vehicle and Passenger Car on the Influence of Conflict, TRB 2017
  42. ZHU, S., Kim, I., & FERREIRA, L Analysis of Vehicle-Specific Power Distribution of Stop-and-Go Behaviors at Signalized Intersections, TRB 2017
  43. SHABBAN, K. & Kim, I.,. Using Structural Equation Modeling to Understand Red Light Running Related Crashes, TRB 2017
  44. Cao, X., Young, W., Kim, I., A study of mandatory lane-changing execution behaviour model considering conflicts, ATRF 2016
  45. Jing ,W, Liu, Z, Kim, I., and Mohsen Ramezani, Stochastic Traffic Assignment of Electric Vehicle with Path Distance, ISTS&IWTDCS’ , Jeju, Korea 2016
  46. Liu,Z., Chen,X. and Kim, I., Title : A New Model for Rail-Based Park-And-Ride with Feeder Bus Services, ISTS&IWTDCS’ Jeju, Korea 2016
  47. Han, J., Kim, T., Lee, S., Kim, I., Frame signal control based on traffic condition using estimated data in Korea, 23rd ITS World Congress, Melbourne, Australia 2016
  48. Rose, G., Kim, I., Jones, T., An ITS application to predict urban railway level crossing closure times, 23rd ITS World Congress, Melbourne, Australia 2016
  49. Cao, X., Young, W., Sarvi, M., Kim, I., a study of mandatory lane-changing execution behaviour model for heavy vehicles and passenger cars. Trasnportation Research Board 2016. Washington DC
  50. Kim, I., LARUE, G. S., FERREIRA, L., RAKOTONIRAINY, A. &. SHABBAN, K. 2014. Traffic Safety at Road-Rail Level Crossings Using a Driving Simulator and Traffic Simulation. Trasnportation Research Board 2015. Washington DC
  51. SHABBAN, K. & Kim, I., 2015. Comparison of SimTraffic and Vissim Microscopic Traffic Simulation Tools in Modeling Roundabouts ANT 2015. Greenwich, UK
  52. Kim, I. & KANG, H. A Study of Delay-Based Level of Service on Pedestrian Facility. 36th Australasian Transport Research Forum, 2013 Brisbane.
  53. Kim, I., LARUE, G. S., FERREIRA, L., TAVASSOLI, A. & RAKOTONIRAINY, A. Evaluating ITS interventions at railway level crossings using a driving simulator. 36th Australasian Transport Research Forum, 2013 Brisbane.
  54. LARUE, G. S., Kim, I., RAKOTONIRAINY, A. & FERREIRA, L. Integrating driving and traffic simulator to study railway level crossing safety interventions – A methodology. COMPRAIL 2012 New Forest, UK.
  55. TEY, L. S., Kim, I. & FERREIRA, L. Evaluating Safety at Railway Level Crossings using Micro-simulation Modelling. Transportation Research Board 91st Annual Meeting, 2012 Washington, D.C.
  56. GALIZA, R. Kim, I., FERREIRA, L. & Laufer, J. Modelling Pedestrian Circulation in Rail Transit Stations Using Micro-Simulation. 2009 Auckland, New Zealand

 

Book Chapter

  1. Kim, I. and An, K, Traffic flow theory and relationships in Delbosc, A (Ed.) ‘Traffic Engineering and Management’. Monash Institute of Transport Studies, 2017
  2. Wu, L. and Kim, I., International Encyclopedia of Transportation. Elsevier, 2021