Projects
2025.06 - 2025.12 개별 차량 궤적 데이터 및 AI 기법 기반 교통신호 최적화 기술 및 운영 방안 연구 (한국교통연구원)
2025.05 - 2025.11 2025년 오픈랩 데이터 활용 Datory Lab 운영 지원사업 (부산테크노파크, 참여연구진)
2024.09 - 2026.08 거대언어모델(LLM) 기반 교통사고 심각도 예측 방법 개발 (부산대학교)
Publications (International)
Bae, Pak, & Lee, A new transportation mode under a risky environment: The geographical assessment of personal mobility safety in South Korea (working)
Pak, Bae, Lee, Jung, & Jang (2023) Modeling Public Acceptance of Demand-Responsive Transportation: An Integrated UTAUT and ITM Framework, Journal of Public Transportation, 25, 100067. (SSCI)
Lee, Bae, Lee, & Pak (2023) Societal Acceptance of Urban Air Mobility on the Technology Adoption Framework, Technological Forecasting & Social Change, 196, 122807. (SSCI)
Bae & Han (2023) Short-Term Traffic Speed Prediction for Multiple Road Segments, KSCE Journal of Civil Engineering 27(7), 3074-3084. (SCIE)
Bae & Seo (2022) Do Public-Private Partnership Help Improve Road Safety? Finding Empirical Evidence using Panel Data Models, Transport Policy, 126, 336-342. (SSCI)
Lee, Lee, Bae, Nam, & Cheon (2021) Estimating Destination of Bus Trips Considering Trip Type Characteristics, Applied Sciences, 11(21), 10415. (SCIE)
Lee, Han, Rhee, & Bae (2021) Identification of Factors Affecting Pedestrian Satisfaction Toward Land Use and Street Type, Sustainability, 13(19), 10725. (SSCI)
Bae, Lee, Pak, & Lee (2021) Identifying Temporal Aggregation Effect on Crash-Frequency Modeling, Sustainability, 13(11), 6214. (SSCI)
Bae, Liu, Han, & Bozdogan (2019) Spatio-Temporal Traffic Queue Detection for Uninterrupted Flows, Transportation Research Part B: Methodological, 129, 20-34. (SSCI/SCIE)
Bae, Kim, Lim, Liu, Han, & Freeze (2018) Missing Data Imputation for Traffic Flow Speed using Spatio-Temporal Cokriging, Transportation Research Part C: Emerging Technologies, 88, 124-139. (SCIE)
Bae, Whetsel, & Han (2017) Gray Areas in Isolated Intersection Control-Type Selection: Complementary Decision Support Tool, Journal of Transportation Engineering, Part A: Systems, 143(11), 04017055. (SCIE)
Publications (Domestic)
배범준, 임현섭, 소재현 (2019) 중심합성계획법 기반 이중유전자알고리즘을 활용한 차량추종모형 정산방법론 개발, 한국ITS학회논문지, 18(2), 29-43. (KCI)
Conference Proceedings
Lim, Bae, Han, Chin, & Hwang (2021) A Data-Fusion Method using Bayesian Approach to Enhance Raw Data Accuracy of Position and Distance Measurements for Connected Vehicles, 2021 IFIP/IEEE International Symposium on Integrated Network Management, 1018-1023.
Bae, Hwang, Chin, & Wang (2018) Predicting Daily Trip Frequencies of Vulnearable Households in New York State using Emerging Machine-Learning Approaches, Transportation Research Circular, E-C238: 2018 National Household Travel Survey Workshop, 50-52.