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Yoonjin Yoon

Korea Advanced Institute of Science and Technology · 工学

研究室紹介

Professor Yoonjin Yoon's research lab specializes in transportation safety and urban mobility, with a focus on vulnerable road users, elderly mobility, and emerging urban air mobility (UAM) systems. The lab investigates risk factors in pedestrian and occupant injuries, particularly among the elderly, and evaluates emergency medical services (EMS) response in dynamic urban environments. It also explores the integration of spatial data, 3D urban airspace, and advanced modeling techniques to support evidence-based transportation policy and safety interventions.

transportation safetyelderly mobilityurban air mobilityemergency responserisk assessment

Research Overview

Papers
116
Total Citations
1,568
Papers (5y)
30
Primary Field
工学

Research Output Trend

Figures are computed from collected data and may differ slightly.

Publications per year (5y)
30total
2022
2023
2024
2025
2026
Citations per year (5y)
228total
20222023202420252026

Selected Papers

15
1
Article|101 citations·2014
Application of classification algorithms for analysis of road safety risk factor dependencies
Oh Hoon Kwon, Wonjong Rhee, Yoonjin Yoon
SJR Q1Accident Analysis & Prevention
Safety, Risk, Reliability and QualityEngineering
2
Article|94 citations·2005
Effects of channel and rib widths of flow field plates on the performance of a PEMFC
Yoonjin Yoon, Won‐Young Lee, Gu‐Gon Park, Taeyoung Yang, C KIM
SJR Q1International Journal of Hydrogen Energy
Electrical and Electronic EngineeringEngineering
3
Article|71 citations·2018
How to assess the capacity of urban airspace: A topological approach using keep-in and keep-out geofence
Jungwoo Cho, Yoonjin Yoon
SJR Q1Transportation Research Part C Emerging Technologies
Computer Vision and Pattern RecognitionComputer Science
4
Article|39 citations·2004
Structural and electrochemical properties of LiNiMnO (0 ≤ ≤ 0.7) cathode materials for lithium-ion batteries
Seungwon Choi, O.A. Shlyakhtin, Jong Hak Kim, Yoonjin Yoon
SJR Q1Journal of Power Sources
Electrical and Electronic EngineeringEngineering
5
Article|37 citations·2024
Deep learning framework for vessel trajectory prediction using auxiliary tasks and convolutional networks
Yuyol Shin, Nam-Woo Kim, Hyeyeong Lee, Soh Young In, Mark Hansen, Yoonjin Yoon
SJR Q1Engineering Applications of Artificial Intelligence
Ocean EngineeringEngineering
6
Article|25 citations·2018
Elderly pedestrian safety in a rapidly aging society—Commonality and diversity between the younger-old and older-old
Yuna Noh, Min-Jae Kim, Yoonjin Yoon
SJR Q2Traffic Injury PreventionOA

The study investigated the commonality and diversity of pedestrian injuries among the elderly by introducing an additional cutoff age of 75. By employing single and interaction binary logit models, the study identified common risk factors for both elderly groups, as well as those that are particularly hazardous to the older-old. With nearly every country experiencing growth in the elderly population, our study strongly suggests that the conventional definition of a single elderly group is no lon

Safety, Risk, Reliability and QualityEngineering
7
Article|23 citations·2017
Elderly road collision injury outcomes associated with seat positions and seatbelt use in a rapidly aging society—A case study in South Korea
Yuna Noh, Yoonjin Yoon
SJR Q1PLoS ONEOA

The degree of injury severity of elderly occupants was reduced the most with the use of a seatbelt, demonstrating the importance of using seat restraints. The sharp increase in the risk of injury of the older-old group suggests that the age standard of 65 years as the elderly group with regard to traffic safety may require reconsideration due to the growing number of elderly vehicle users on the road. Our results provide practical evidence with which to formulate new safety policies, including m

Safety, Risk, Reliability and QualityEngineering
8
Article|22 citations·2019
On node criticality of the Northeast Asian air route network
Seyun Kim, Yoonjin Yoon
SJR Q1Journal of Air Transport Management
Statistical and Nonlinear PhysicsPhysics and Astronomy
9
Article|21 citations·2018
Characterizing Driver Stress Using Physiological and Operational Data from Real-World Electric Vehicle Driving Experiment
Seyun Kim, Wonjong Rhee, Daeyoung Choi, Young Jae Jang, Yoonjin Yoon
SJR Q2International Journal of Automotive Technology
Experimental and Cognitive PsychologyPsychology
10
Article|20 citations·2004
Accelerated synthesis and electrochemical performance of Li(NiMn)O cathode materials
O.A. Shlyakhtin, Seungwon Choi, Yoonjin Yoon, Yu‐Kyoung Oh
SJR Q1Journal of Power Sources
Electrical and Electronic EngineeringEngineering
11
Article|19 citations·2014
Evaluating the effectiveness of the law banning handheld cellphone use while driving
Oh Hoon Kwon, Yoonjin Yoon, Kitae Jang
SJR Q1Safety Science
Social PsychologyPsychology
12
Article|18 citations·2024
Urban drone operations: A data-centric and comprehensive assessment of urban airspace with a Pareto-based approach
Soohwan Oh, Yoonjin Yoon
SJR Q1Transportation Research Part A Policy and Practice
Aerospace EngineeringEngineering
13
Article|17 citations·2021
Modeling Individual Differences in Driver Workload Inference Using Physiological Data
Yuna Noh, Seyun Kim, Young Jae Jang, Yoonjin Yoon
SJR Q2International Journal of Automotive Technology
Social PsychologyPsychology
14
Article|12 citations·2017
Characterizing the influence of transportation infrastructure on Emergency Medical Services (EMS) in urban area—A case study of Seoul, South Korea
Jungwoo Cho, Myoungsoon You, Yoonjin Yoon
SJR Q1PLoS ONEOA

In highly urbanized area where traffic condition fluctuates constantly, transportation infrastructure is one of the major contributing factors to Emergency Medical Service (EMS) availability and patient outcome. In this paper, we assess the impact of traffic fluctuation to the EMS first response availability in urban area, by evaluating the k-minute coverage under 21 traffic scenarios. The set of traffic scenarios represents the time-of-day and day-of-week effects, and is generated by combining

Safety, Risk, Reliability and QualityEngineering
15
Article|12 citations·2021
Regionalization for urban air mobility application with analyses of 3D urban space and geodemography in San Francisco and New York
Nam-Woo Kim, Yoonjin Yoon
Procedia Computer ScienceOA

In a new era of mobility where the transportation of persons or goods via flying vehicles over urban areas has garnered great interest. As a first step to assess the feasibility of Urban Air Mobility (UAM) in urban areas, we conduct regionalization and correspondence analysis in highly urbanized areas – San Francisco, CA and Manhattan, NY – by incorporating population dataset and urban 3D airspace to delineate the regional boundaries. Regionalization is carried out using graph-based clustering t

Safety, Risk, Reliability and QualityEngineering

Research Areas

Aerospace EngineeringTransportationSafety, Risk, Reliability and QualityBuilding and ConstructionElectrical and Electronic EngineeringOcean Engineering

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