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Peer-Reviewed International Conference Papers
- Jaeeun Jung, Gyounghoon Chun, Inhi Kim ; A Novel Roundabout Operation Strategy Using Reinforcement Learning Based Single-Agent Robot Speed Control TRB 104th Annual Meeting, 2025
- Songmi Paek, Tiantian Chen, Inhi Kim; Redefining Urban Access: A Fresh Look at Accessibility and Equity in the 20-Minute City TRB 104th Annual Meeting, 2025
- Donghyun Kwon, Inhi Kim; Customized Deep Generative Models to Resolve the Sampling Bias in Population Synthesis TRB 104th Annual Meeting, 2025
- Kaihan Zhang, Reuben Tamakloe, Inhi Kim; Elderly Pedestrian Crash Severity: Exploring the Role of Human Perceived Streetscape Design Using Explainable Ensemble Learning TRB 104th Annual Meeting, 2025
- Hyunchul Park, Taeho Oh, Jaehyuck Lim, Inhi Kim; Micromobility Safety Challenges: A Study on Drivers Overtaking Bicycles and E-Scooters According to Road Conditions and Cross-Modal Experience TRB 104th Annual Meeting, 2025
- Jinwon Yoon, Byeongjoon Noh, Inhi Kim; DARK-LLM: Description Data Auto-Labeling with Reliable Keyword Using LLM for Analyzing Causes of Autonomous Vehicle Disengagements TRB 104th Annual Meeting, 2025
- Tengfeng Lin, Zhixiong Jin, Hwasoo Yeo, Inhi Kim, Kaihan Zhang; A Surrogate Safety Measure at Non-Signalized Intersections Based on Probability Trajectory Prediction TRB 104th Annual Meeting, 2025
- Kaihan Zhang, Reuben Tamakloe, Inhi Kim; The Role of Human Subjective Perceptions and Objective Measurements of the Urban Environment in Explaining Pedestrian Injury Severity ICTCT Conference 2024, 2024
- Reuben Tamakloe, Kaihan Zhang, Inhi Kim; Variability in the impact of factors influencing elderly pedestrian-injuries in crashes at intersections and non-intersections before, during, and after the COVID-19 pandemic ICTCT Conference 2024, 2024
- Reuben Tamakloe, Kaihan Zhang, Asim Alogaili, Inhi Kim; Differences between pedestrian injury severity determinants at school and non-school zones: new findings from streetscape quality factors ICTCT Conference 2024, 2024
- Hyunchul Park, Taeho Oh, Jaehyuck Lim, Inhi Kim; Micro Mobility Safety Challenges: A Study on Drivers Overtaking Bicycles and E-Scooters in Relation to Road Conditions and Prior Riding Experience ICTCT Conference 2024, 2024
- Tengfeng Lin, Zhixiong Jin, Hwasoo Yeo, Inhi Kim; Predicted Relative Time-to-Collision: Evaluating Pedestrian Potential Risk at Non-Signalized Intersections ICTCT Conference 2024
- Kaihan Zhang, Reuben Tamakloe, Inhi Kim; Factors Influencing Injury Severity Among Elderly Pedestrians – Insights from Urban Imagery and Explainable Machine Learning ICTCT Conference 2024, 2024
- Shin-Hyung Cho, Kitae Jang, Inhi Kim, Shin Hyoung Park; Evaluating the Sustainable Urban Mobility for Public Transit incorporating Geospatial Modeling Approach Transit Data 2024, 2024
- Hyunsu Park, Shin-Hyung Cho, Inhi Kim, Kitae Jang, Shin Hyoung Park; Is it Possible to Substitute the Taxi Travel Demand to Demand Responsive Transport? Transit Data 2024, 2024
- 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
- 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
- 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
- Paek, Songmi, Chung, Hyungchul, Kim, Inhi, Assessing Mass Circular Tram Service Equity in Metropolitan City, 103rd Transportation Research Board Annual Meeting, US, 2024
- 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
- 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
- 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)
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Oh, T., Kim, I., Overtaking Maneuvers using Multi-Agent Systems on a Two-Lane Two-Way Road, ITS World Congress 2022, LA, US, 2022
- Yoo, Y., Kwon, D., Kim, I., An impact of vehicles in the platooning on the road network, ITS World Congress 2022, LA, US, 2022
- Park., H., Oh, T., Kim, I., Validation of Spatial Orientation Skill using Virtual Reality Treadmill, ITS World Congress 2022, LA, US, 2022
- 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
- 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
- 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
- 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
- Wang Bo, Kim, I., Revealing Mobility Regularities in Urban Rail Systems, The 11th International Conference on Ambient Systems, Networks and Technologies (ANT)
- Bo, W., Vu, H., and Kim, I., Short-Term Traffic Prediction Using A Spatial-Temporal CNN Model With Transfer Learning , TRB, 2020, Washington DC
- 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
- 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
- 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
- Wenhua Jiang, Kim, I., Imputation of missing transfer passenger flow with self-measuring multi-task gaussian process, TRB, 2019, Washington DC
- Meina Zheng, Kim, I, An analysis of short-term available parking space forecasting method based on LSTM neural network, TRB, 2019, Washington DC
- 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
- Khaled Sabban, Kim, I, User Satisfaction of the Road Network: A Structural Equation Model, TRB, 2019, Washington DC
- Wu, C., Kim, I., Liu, Z., Exploring Human Mobility Pattern Using Complex Network Theory and Spatial Econometric Model, HKSTS 2018
- Xinyuan Chen, Zhiyuan Liu and Kim, I., Parallel computing for user equilibrium problem in a cluster with integrated computing resources, HKSTS 2018
- Xu, X., Liu, Z., Kim, I.,Optimal Sitting and Sizing of the Remote Park-and-Ride Scheme in the Multimodal Transport Network, TRB 2018
- Song, C., Bao, Y., Gu, T., Kim, I. Perspectives of opening a gated community and its effect, CICTP 2017, Shanghai, China
- Xu, X., Lin, H., Liu, Z., Kim, I., Understanding road rage: Insights from a synthesis of research, CICTP 2017, Shanghai, China
- 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
- Chen, X., Liu, Z., Kim, I., Cheng, Q., Chen, Z., Modelling asymmetric and non-additive P&R schemes, CICTP 2017, Shanghai, China
- Wu, C., Shao, Y., An, K., Kim, I., Analysis of Public Bicycle Sharing Network based on Complex Network Theory, CICTP 2017, Shanghai, China
- Wang, B., Hua, L., Kim, I., Social media application for illegal parking problem, CICTP 2017, Shanghai, China
- 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
- ZHU, S., Kim, I., & FERREIRA, L Analysis of Vehicle-Specific Power Distribution of Stop-and-Go Behaviors at Signalized Intersections, TRB 2017
- SHABBAN, K. & Kim, I.,. Using Structural Equation Modeling to Understand Red Light Running Related Crashes, TRB 2017
- Cao, X., Young, W., Kim, I., A study of mandatory lane-changing execution behaviour model considering conflicts, ATRF 2016
- Jing ,W, Liu, Z, Kim, I., and Mohsen Ramezani, Stochastic Traffic Assignment of Electric Vehicle with Path Distance, ISTS&IWTDCS’ , Jeju, Korea 2016
- 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
- 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
- Rose, G., Kim, I., Jones, T., An ITS application to predict urban railway level crossing closure times, 23rd ITS World Congress, Melbourne, Australia 2016
- 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
- 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
- SHABBAN, K. & Kim, I., 2015. Comparison of SimTraffic and Vissim Microscopic Traffic Simulation Tools in Modeling Roundabouts ANT 2015. Greenwich, UK
- Kim, I. & KANG, H. A Study of Delay-Based Level of Service on Pedestrian Facility. 36th Australasian Transport Research Forum, 2013 Brisbane.
- 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.
- 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.
- 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.
- GALIZA, R. Kim, I., FERREIRA, L. & Laufer, J. Modelling Pedestrian Circulation in Rail Transit Stations Using Micro-Simulation. 2009 Auckland, New Zealand
Book Chapter
- Kim, I. and An, K, Traffic flow theory and relationships in Delbosc, A (Ed.) ‘Traffic Engineering and Management’. Monash Institute of Transport Studies, 2017
- Wu, L. and Kim, I., International Encyclopedia of Transportation. Elsevier, 2021