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윤윤진 교수

Yoonjin Yoon

KAIST 김재철AI대학원 · 공학

연구실 소개

윤윤진 교수의 연구실은 도시교통 안전과 미래 이동수단의 안정성 확보를 핵심 목표로 삼고 있습니다. 고령자 보행자 및 차량 이용자의 상이한 피해 특성 분석을 통해 연령대별 맞춤형 교통안전 정책를 제안하며, 특히 노인의 운전 및 탑승 안전성 향상을 위한 보행자·승용차·항공기 분야의 통합적 위험 평가 모델을 개발하고 있습니다. 또한 도시공간의 3차원 공중역학적 환경을 고려한 우주공중이동(UAM)의 실현 가능성과 응급의료서비스 접근성 향상 전략에 대한 연구도 진행 중입니다.

교통안전고령자 이동우주공중이동(UAM)응급의료서비스 접근성위험 평가 모델

연구 현황

논문 수
116
총 인용 수
1,568
최근 5년 논문
30
주요 분야
공학

연구 성과 추이

표시된 성과는 수집된 데이터 기준으로 산출되며, 일부 차이가 있을 수 있습니다.

5개년 연도별 논문 게재 수
30총합
2022
2023
2024
2025
2026
5개년 연도별 피인용 수
228총합
20222023202420252026

주요 논문

15
1
논문|인용수 101·2014
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
논문|인용수 94·2005
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
논문|인용수 71·2018
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
논문|인용수 39·2004
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
논문|인용수 37·2024
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
논문|인용수 25·2018
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
논문|인용수 23·2017
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
논문|인용수 22·2019
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
논문|인용수 21·2018
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
논문|인용수 20·2004
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
논문|인용수 19·2014
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
논문|인용수 18·2024
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
논문|인용수 17·2021
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
논문|인용수 12·2017
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
논문|인용수 12·2021
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

대표 연구 분야

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

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