Traffic Speed Prediction Based on Graph Neural Networks for Intelligent Transportation System

Sunghoon Kim, Jonghyuk Park, Yerim Choi

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.1 pp.70-85

DOI:https://doi.org/10.12815/kits.2021.20.1.70 Download PDF Export Citation

Speed Prediction of Urban Freeway Using LSTM and CNN-LSTM Neural Network

Boogi Park, Sang hoon Bae, Bokyung Jung

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.1 pp.86-99

DOI:https://doi.org/10.12815/kits.2021.20.1.86 Download PDF Export Citation

Analysis of PM (Personal Mobility) Traffic Accident Caracteristics and Cause of Death

Sangyeou-Han, Chulgi Lee, Ilsoo Yun, Yeoil Yoon, Jaepil Na

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.1 pp.100-118

DOI:https://doi.org/10.12815/kits.2021.20.1.100 Download PDF Export Citation

Analysis of Driving Characteristics of Elderly Drivers on Roads Using Vehicle Simulator

GEUN-HEE LEE, GI-MOK BAE

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.1 pp.146-159

DOI:https://doi.org/10.12815/kits.2021.20.1.146 Download PDF Export Citation

Study on Estimation of Unmanned Enforcement Equipment Installation Criteria and Proper Installation Number

Hyung-Jun So, Yong-Man Kim, Nam-Seon Kim, Jae-Seong Hwang, Choul-Ki Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.6 pp.49-60

DOI:https://doi.org/10.12815/kits.2020.19.6.49 Download PDF Export Citation

Class 1·3 Vehicle Classification Using Deep Learning and Thermal Image

Yoo Seok Jung, Do Young Jung

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.6 pp.96-106

DOI:https://doi.org/10.12815/kits.2020.19.6.96 Download PDF Export Citation

A Study on Traffic Big Data Mapping Using the Grid Index Method

Kyu Soo Chong, Hong Ki Sung

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.6 pp.107-117

DOI:https://doi.org/10.12815/kits.2020.19.6.107 Download PDF Export Citation

Spatiotemporal Traffic Density Estimation Based on Low Frequency ADAS Probe Data on Freeway

Donghyun Lim, Eunjeong Ko, Younghoon Seo, Hyungjoo Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.6 pp.208-221

DOI:https://doi.org/10.12815/kits.2020.19.6.208 Download PDF Export Citation

An Analysis of Multiple-Vehicle Accidents on Freeways Using Multinomial Logit Model

Hyeonmyeong Jeon, Jinhee Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.5 pp.1-14

DOI:https://doi.org/10.12815/kits.2020.19.5.1 Download PDF Export Citation

Study on the Traffic Safety Effects of Driving Test Improvement

Chang Min Lee, Choul Ki Lee, Sang Soo Lee, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.5 pp.15-28

DOI:https://doi.org/10.12815/kits.2020.19.5.15 Download PDF Export Citation

Traffic Data Calculation Solution for Moving Vehicles using Vision Tracking

Young ki Park, Sang il Im, Ik hyeon Jo, Jae sang Cha

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.5 pp.97-105

DOI:https://doi.org/10.12815/kits.2020.19.5.97 Download PDF Export Citation

An Analysis of Change in Traffic Demand with Coronavirus Disease 2019

Sung Han Lim

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.5 pp.106-118

DOI:https://doi.org/10.12815/kits.2020.19.5.106 Download PDF Export Citation

A Study on Injury Severity Prediction for Car-to-Car Traffic Accidents

Changwan Ko, Hyeonmin Kim, Young-Seon Jeong, Jaehee Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.4 pp.13-29

DOI:https://doi.org/10.12815/kits.2020.19.4.13 Download PDF Export Citation

Development of Integrated Traffic Control of Dynamic Merge and Lane Change at Freeway Work Zones in a Connected and Automated Vehicle Environment

Yongju Kim, Dongju Ka, Sunho Kim, Chungwon Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.3 pp.38-51

DOI:https://doi.org/10.12815/kits.2020.19.3.38 Download PDF Export Citation

Analysis of Traffic Delays at Scramble Crosswalks Considering Signal Phase Sequence and Traffic Volume

Suji Kim, Jooyoung Lee, Yeongmin Kwon

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.3 pp.116-128

DOI:https://doi.org/10.12815/kits.2020.19.3.116 Download PDF Export Citation

A Study on Social Perception on the Regulatory Information Service Diffusion of Traffic Facilities

I-Jeong Im, Youngmin Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.2 pp.1-17

DOI:https://doi.org/10.12815/kits.2020.19.2.1 Download PDF Export Citation

Effects of Road Networks on Vehicle-Pedestrian Crashes in Seoul

Sehyun Park, Seoung-Young Kho, Dong-Kyu Kim, Ho-Chul Park

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.2 pp.18-35

DOI:https://doi.org/10.12815/kits.2020.19.2.18 Download PDF Export Citation

Development and Evaluation of Road Safety Information Contents Using Commercial Vehicle Sensor Data : Based on Analyzing Traffic Simulation DATA

Subin Park, Cheol Oh, Jieun Ko, Choongheon Yang

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.2 pp.74-88

DOI:https://doi.org/10.12815/kits.2020.19.2.74 Download PDF Export Citation

A Study on the Establishment of Quality Control Standards for Accuracy Improvement of DSRC Traffic Information System

Taehyun Hwang, Insu Won, Jangwoo Kwon

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.1 pp.44-57

DOI:https://doi.org/10.12815/kits.2020.19.1.44 Download PDF Export Citation

Detour Behavior on the Expressway using Route Travel Data

Sujin Lee, Sanghoon Son, Hyungjoo Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.1 pp.58-70

DOI:https://doi.org/10.12815/kits.2020.19.1.58 Download PDF Export Citation