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

A Study on the Socio-economic Direct Effects of the Opening of the Gyeongbu Expressway for 50 Years

Dayoung Yoo, Byeonghun Park, Jungyeol Hong, Yoonhyuk Choi, Euiyoung Shon, Dongjoo Park

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.1 pp.119-131

DOI:https://doi.org/10.12815/kits.2021.20.1.119 Download PDF Export Citation

Study of Analysis for Autonomous Vehicle Collision Using Text Embedding

Sangmin Park, Hwanpil Lee, Jaehyun(Jason) So, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.1 pp.160-173

DOI:https://doi.org/10.12815/kits.2021.20.1.160 Download PDF Export Citation

Rationality of Passengers’ Route Choice Considering Smart Card Tag Constraints : Focused on Seoul Metropolitan Subway Network

Mee Young Lee, Doohee Nam, Dae Young Shim

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.6 pp.14-25

DOI:https://doi.org/10.12815/kits.2020.19.6.14 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

Dynamic Pricing Based on Reinforcement Learning Reflecting the Relationship between Driver and Passenger Using Matching Matrix

Jun Hyung Park, Chan Jae Lee, Young Yoon

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.6 pp.118-133

DOI:https://doi.org/10.12815/kits.2020.19.6.118 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

Probe Vehicle Data Collecting Intervals for Completeness of Link-based Space Mean Speed Estimation

Chang-hwan Oh, Minsu Won, Tai-jin Song

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.5 pp.70-81

DOI:https://doi.org/10.12815/kits.2020.19.5.70 Download PDF Export Citation

Study on Multi-vehicle Routing Problem Using Clustering Method for Demand Responsive Transit

Jihu Kim, Jeongyun Kim, Hwasoo Yeo

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.5 pp.82-96

DOI:https://doi.org/10.12815/kits.2020.19.5.82 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 ITS Standardization Cooperation Service Field Study for ASEAN Countries

SangWoon Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.5 pp.151-161

DOI:https://doi.org/10.12815/kits.2020.19.5.151 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

A Study on the Application of PPLT(Protected/Permitted Left-Turn) Considering the Traffic Characteristics of PLT/PPLT

Sang-bum Nam, Ju-hyun Kim, Eon-kyo Shin

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.4 pp.30-44

DOI:https://doi.org/10.12815/kits.2020.19.4.30 Download PDF Export Citation

A Study on the Compression and Major Pattern Extraction Method of Origin-Destination Data with Principal Component Analysis

Jeongyun Kim, Sehyun Tak, Jinwon Yoon, Hwasoo Yeo

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.4 pp.81-99

DOI:https://doi.org/10.12815/kits.2020.19.4.81 Download PDF Export Citation