A Model for Outlier Detection and Missing Data Imputation in Traffic Time Series Using Temporal Factors

Seungbin Yim, Hyungchai Park, Hyunmin Kang

Journal of Korean Society of Intelligent Transport Systems :: Vol.24 No.3 pp.37-52

DOI:https://doi.org/10.12815/kits.2025.24.3.37 Download PDF Export Citation

A Simulation-Based Evaluation of Traffic Management Necessity and Control Strategy Effectiveness for Underground Roads

Choongheon Yang

Journal of Korean Society of Intelligent Transport Systems :: Vol.24 No.3 pp.64-77

DOI:https://doi.org/10.12815/kits.2025.24.3.64 Download PDF Export Citation

Rate of Connected Autonomous Vehicles for the Collection of Traffic Information in Urban Areas

Jongchan Chin, Kyeongjin Lee, Seokjin Oh, Sungho Park, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.24 No.3 pp.78-93

DOI:https://doi.org/10.12815/kits.2025.24.3.78 Download PDF Export Citation

A Study on Optimal Traffic Signal Transition Technology after Emergency Vehicle Event Occurrence

Min Kim, Seung Lee Kim, Choul Ki Lee, Seung-Chun Han

Journal of Korean Society of Intelligent Transport Systems :: Vol.24 No.3 pp.118-126

DOI:https://doi.org/10.12815/kits.2025.24.3.118 Download PDF Export Citation

Topic Modeling Analysis of Traffic Safety Policy Keywords Using Korean Traffic Accident News Data

Jun-Seok Park, Byung-Soo Kim, Joon-Soo Kim, Sung-Ik Kim, Woo-Hyeok Jeon, Dong-Il Kim, Seok-Ho Park

Journal of Korean Society of Intelligent Transport Systems :: Vol.24 No.3 pp.144-158

DOI:https://doi.org/10.12815/kits.2025.24.3.144 Download PDF Export Citation

Analysis of Driver Behavior in School Zones Using AI Video Analysis Techniques Following the Installation of Digital Traffic Safety Signs

Ho-Hyuk Na

Journal of Korean Society of Intelligent Transport Systems :: Vol.24 No.2 pp.65-82

DOI:https://doi.org/10.12815/kits.2025.24.2.65 Download PDF Export Citation

Analysis of Time-Series Characteristics of Enforcement Counts Using the ARIMA Model for Automated Traffic Enforcement Systems

Hyo seung Han, Jeong hun Yang, Tai jin Song, Il soo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.24 No.2 pp.98-111

DOI:https://doi.org/10.12815/kits.2025.24.2.98 Download PDF Export Citation

HMM-based Approach to Tracking the Cause of Autonomous Vehicle Accidents

Heesoo Kim, Chaeeun Lee, Minwook Kim, Min-je Cho, Tai-jin Song

Journal of Korean Society of Intelligent Transport Systems :: Vol.24 No.2 pp.135-150

DOI:https://doi.org/10.12815/kits.2025.24.2.135 Download PDF Export Citation

Optimization of Data Augmentation and Imbalance Mitigation for Improving Traffic Signal Image Recognition

Min Seok Kim, Seungki Ryu

Journal of Korean Society of Intelligent Transport Systems :: Vol.24 No.2 pp.151-166

DOI:https://doi.org/10.12815/kits.2025.24.2.151 Download PDF Export Citation

Analysis of the Impact of Conservative Driving Behavior on Surrounding Vehicle Safety and Traffic Flow

Hyun Seop Sim, Shin Hyoung Park, Minji Kang

Journal of Korean Society of Intelligent Transport Systems :: Vol.24 No.1 pp.10-25

DOI:https://doi.org/10.12815/kits.2025.24.1.10 Download PDF Export Citation

A Decision Transformer-based Approach for Predicting Selfish Cutting-In Behavior of Vehicles at Roadway Enterance/Exit Ramps

Gyeongseon Baek, Jinseong Kim, Dongho Ka, Byeongjoon Noh

Journal of Korean Society of Intelligent Transport Systems :: Vol.24 No.1 pp.71-85

DOI:https://doi.org/10.12815/kits.2025.24.1.71 Download PDF Export Citation

Identifying Potential Risk Factors for Autonomous Vehicles Using LLM Models: Focusing on a Convergent Approach to Interpreting Collision Reports and Driving Videos

Heesoo Kim, Minwook Kim, Soongbong Lee, Tai-jin Song

Journal of Korean Society of Intelligent Transport Systems :: Vol.24 No.1 pp.250-266

DOI:https://doi.org/10.12815/kits.2025.24.1.250 Download PDF Export Citation

Research on iGLAD Data-based Machine Learning Model to Predict Traffic Accident Injuries

Seunyoon Jung, Cheonho Kim, Hyungkyu Kim, Yongsoon Choi, Seryong Baek

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.6 pp.1-12

DOI:https://doi.org/10.12815/kits.2024.23.6.1 Download PDF Export Citation

Analysis of the Factors Influencing the Severity of Automated Vehicle Traffic Accidents Based on Actual Accident Data

Giok Park, Yoseph Lee, Hyunmi Lee, Jeong-Ah Jang, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.6 pp.63-80

DOI:https://doi.org/10.12815/kits.2024.23.6.63 Download PDF Export Citation

Macroscopic Simulation Study for Assessing Traffic Flow and Sustainability in Mixed Autonomous Vehicle Environments

Jaeeun Jung, Inhi Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.6 pp.95-109

DOI:https://doi.org/10.12815/kits.2024.23.6.95 Download PDF Export Citation

Safety Assessment of Safety Facilities Based on Vehicle Behavior: Focusing on Automated Traffic Enforcement Equipment and Speed Hump

Jun-Byeong Chae, Jeong-won Gil, Jae-Seong Hwang, Choul-Ki Lee, Hyung-Jun So

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.6 pp.126-141

DOI:https://doi.org/10.12815/kits.2024.23.6.126 Download PDF Export Citation

Study on Improving Fixed-Time Signal Operations Using Approach Traffic Volumes

Si-hyeon Moon, Sejin Go, Yoseph Lee, Chang-ho Lee, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.6 pp.142-158

DOI:https://doi.org/10.12815/kits.2024.23.6.142 Download PDF Export Citation

A Comparative Study on Dynamic Traffic Object Detection Performance Using YOLOv8-Based Deep Learning Model

Woochul Choi, Bong-Joo Jang, Intaek Jung, Chanmu Ryu, Shokhrukh Miraliev

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.6 pp.159-173

DOI:https://doi.org/10.12815/kits.2024.23.6.159 Download PDF Export Citation

Analysis of Personal Mobility Device Usage Patterns and Trends Based on GPS Data: Focusing on Nam-gu and Geumjeong-gu in Busan Metropolitan City

Jin-ho Choi, Sang Hoon Bae

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.6 pp.235-254

DOI:https://doi.org/10.12815/kits.2024.23.6.235 Download PDF Export Citation

Estimation of Traffic Safety Effects according to Improvement of School Zones: Focused on Daejeon Metropolitan City

Sol Lee, Eunjeong Ko

Journal of Korean Society of Intelligent Transport Systems :: Vol.23 No.6 pp.278-290

DOI:https://doi.org/10.12815/kits.2024.23.6.278 Download PDF Export Citation