A Study on Traffic Prediction Using Hybrid Approach of Machine Learning and Simulation Techniques

Yeeun Kim, Sunghoon Kim, Hwasoo Yeo

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.5 pp.100-112

DOI:https://doi.org/10.12815/kits.2021.20.5.100 Download PDF Export Citation

Optimize TOD Time-Division with Dynamic Time Warping Distance-based Non-Hierarchical Cluster Analysis

Jae-Yeon Hwang, Minju Park, Yongho Kim, Woojin Kang

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.5 pp.113-129

DOI:https://doi.org/10.12815/kits.2021.20.5.113 Download PDF Export Citation

Impact of Road Traffic Characteristics on Environmental Factors Using IoT Urban Big Data

Byeong hun Park, Dayoung Yoo, Dongjoo Park, Jungyeol Hong

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.5 pp.130-145

DOI:https://doi.org/10.12815/kits.2021.20.5.130 Download PDF Export Citation

스마트시티의 서비스 수용의도에 대한 체감요소 분석

Jeon-Seong Yang, Yen-Yoo You

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.5 pp.146-156

DOI:https://doi.org/10.12815/kits.2021.20.5.146 Download PDF Export Citation

A Study on the Mitigation of Taxi Supply and Demand Discrepancy by Adjusting Expected Revenues of Platform Taxi Calls

Jaein Song, Min Hee Kang, Kee yeon Hwang

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.5 pp.157-171

DOI:https://doi.org/10.12815/kits.2021.20.5.157 Download PDF Export Citation

Analysis of Factors Affecting Satisfaction with Commuting Time in the Era of Autonomous Driving

Jae-min Jang, Seung-hoon Cheon, Soong-bong Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.5 pp.172-185

DOI:https://doi.org/10.12815/kits.2021.20.5.172 Download PDF Export Citation

Vehicle Localization Method for Lateral Position within Lane Based on Vision and HD Map

Rinara Woo, Dae-Wha Seo

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.5 pp.186-201

DOI:https://doi.org/10.12815/kits.2021.20.5.186 Download PDF Export Citation

Study on the Evaluation Method of Autonomous Vehicle Driving Ability Based on Virtual Reality

Joong Hyo Kim, Do Hoon Kim, Sung Kab Joo, Seok Jin Oh

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.5 pp.202-217

DOI:https://doi.org/10.12815/kits.2021.20.5.202 Download PDF Export Citation

Comparative Analysis of Traffic Accident Severity of Two-Wheeled Vehicles Using XGBoost

Cheol woo Kwon, Hyun ho Chang

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.4 pp.1-12

DOI:https://doi.org/10.12815/kits.2021.20.4.1 Download PDF Export Citation

Analysis of Effects of Autonomous Vehicle Market Share Changes on Expressway Traffic Flow Using IDM

Woori Ko, Sangmin Park, Jaehyun(Jason) So, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.4 pp.13-27

DOI:https://doi.org/10.12815/kits.2021.20.4.13 Download PDF Export Citation

Study on Establishment of Development Strategy for K-City Based on Analysis of Domestic and Overseas Automated Vehicle Testbeds

Yejin Kim, Sangmin Park, Inyoung Kim, Hangeom Ko, Seongwoo Cho, llsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.4 pp.28-45

DOI:https://doi.org/10.12815/kits.2021.20.4.28 Download PDF Export Citation

Analysis of Incident Impact Factors and Development of SMOGN-DNN Model for Prediction of Incident Clearance Time

Gyu Ri Yun, Sang Hoon Bae

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.4 pp.46-56

DOI:https://doi.org/10.12815/kits.2021.20.4.46 Download PDF Export Citation

An Analysis of Civil Complaints about Traffic Policing Using the LDA Model

Sangyub Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.4 pp.57-70

DOI:https://doi.org/10.12815/kits.2021.20.4.57 Download PDF Export Citation

Infrastructure Health Monitoring and Economic Analysis for Road Asset Management : Focused on Sejong City

Seung-Hyun Choi, Jeong-Gwon Park, Myung-Sik Do

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.4 pp.71-82

DOI:https://doi.org/10.12815/kits.2021.20.4.71 Download PDF Export Citation

Triple Folded Omnidirectional Microstrip Antenna for GBAS

Dae-Keun Ju, Jong-Myung Woo

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.4 pp.83-94

DOI:https://doi.org/10.12815/kits.2021.20.4.83 Download PDF Export Citation

Detection Algorithm of Road Surface Damage Using Adversarial Learning

Seungbo Shim

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.4 pp.95-105

DOI:https://doi.org/10.12815/kits.2021.20.4.95 Download PDF Export Citation

Analysis of Truck Platooning Operation Conditions Affecting Traffic Flow

Harim Jung, Young-taek Lee, Sangmin Park, Hyunbae Cho, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.4 pp.106-117

DOI:https://doi.org/10.12815/kits.2021.20.4.106 Download PDF Export Citation