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

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

A Study on the Development of Traffic Volume Estimation Model Based on Mobile Communication Data Using Machine Learning

Dong-seob Oh, So-sig Yoon, Choul-ki Lee, Yong-Sung CHO

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.4 pp.1-13

DOI:https://doi.org/10.12815/kits.2023.22.4.1 Download PDF Export Citation

Study on the Prevention of Traffic Accidents of Construction Machinery

Hyo seung Han, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.6 pp.165-176

DOI:https://doi.org/10.12815/kits.2022.21.6.165 Download PDF Export Citation

Elderly Driver-involved Crash Analysis and Crash Data Policy

Seunghoon Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.5 pp.90-102

DOI:https://doi.org/10.12815/kits.2022.21.5.90 Download PDF Export Citation

A Study on the Application of Machine Learning to Improve BIS (Bus Information System) Accuracy

Jun yong Jang, Jun tae Park

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.3 pp.42-52

DOI:https://doi.org/10.12815/kits.2022.21.3.42 Download PDF Export Citation

Detecting Vehicles That Are Illegally Driving on Road Shoulders Using Faster R-CNN

MyungJin Go, Minju Park, Jiho Yeo

Journal of Korean Society of Intelligent Transport Systems :: Vol.21 No.1 pp.105-122

DOI:https://doi.org/10.12815/kits.2022.21.1.105 Download PDF Export Citation

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

Prediction of Traffic Congestion in Seoul by Deep Neural Network

Dong Hyun Kim, Kee Yeon Hwang, Young Yoon

Journal of Korean Society of Intelligent Transport Systems :: Vol.18 No.4 pp.44-57

DOI:https://doi.org/10.12815/kits.2019.18.4.44 Download PDF Export Citation

Effects of Smartphone Usage on Walking Speed using Machine Learning Method

Hye ryun Jin, Myung sik Do

Journal of Korean Society of Intelligent Transport Systems :: Vol.18 No.2 pp.93-103

DOI:https://doi.org/10.12815/kits.2019.18.2.93 Download PDF Export Citation

Development of Incident Detection Algorithm Using Naive Bayes Classification

Sunggwan Kang, Bongkyung Kwon, Cheolwoo Kwon, Sangmin Park, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.6 pp.25-39

DOI:https://doi.org/10.12815/kits.2018.17.6.25 Download PDF Export Citation

Estimation of Road Surface Condition during Summer Season Using Machine Learning

jiho Yeo, Jooyoung Lee, Ganghwa Kim, Ki tae Jang

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.6 pp.121-132

DOI:https://doi.org/10.12815/kits.2018.17.6.121 Download PDF Export Citation

Parking Lot Vehicle Counting Using a Deep Convolutional Neural Network

Kuoy Suong Lim, Jang woo Kwon

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.5 pp.173-187

DOI:https://doi.org/10.12815/kits.2018.17.5.173 Download PDF Export Citation

Deriving Macroscopic Fundamental Diagrams Using Probe Vehicle Data Based on DSRC

Jisup Shim, Jiho Yeo, Sujin Lee, Kitae Jang

Journal of Korean Society of Intelligent Transport Systems :: Vol.16 No.6 pp.29-41

DOI:https://doi.org/10.12815/kits.2017.16.6.29 Download PDF Export Citation

Traffic Congestion Estimation by Adopting Recurrent Neural Network

Hee jin Jung, Jin su Yoon, Sang hoon Bae

Journal of Korean Society of Intelligent Transport Systems :: Vol.16 No.6 pp.67-78

DOI:https://doi.org/10.12815/kits.2017.16.6.67 Download PDF Export Citation

Prediction of Severities of Rental Car Traffic Accidents using Naive Bayes Big Data Classifier

Harim Jeong, Honghoi Kim, Sangmin Park, Eum Han, Kyung Hyun Kim, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.16 No.4 pp.1-12

DOI:https://doi.org/10.12815/kits.2017.16.4.01 Download PDF Export Citation

Effect of Agricultural Machine Lighting systems on Drivers Night Visibility

Seung hyun Choi, Sung yeol Lee, Taek young Jang, Myung sik Do

Journal of Korean Society of Intelligent Transport Systems :: Vol.16 No.4 pp.25-35

DOI:https://doi.org/10.12815/kits.2017.16.4.25 Download PDF Export Citation

A Multi-path QoS Routing Protocol for the OFDM-TDMA Mesh Networks

Jungwook Choi, Hyukjoon Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.14 No.1 pp.57-67

DOI:https://doi.org/10.12815/kits.2015.14.1.057 Download PDF Export Citation

The Macroscopic Model for Signalized Intersections to Consider Progression in relation to Delay

Yohee Han, Youngchan Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.11 No.6 pp.15-22

DOI:https://doi.org/10.12815/kits.2012.11.6.15 Download PDF Export Citation

A Study on the Performance Enhancement of Multi-Interface Multi-Channel MAC Protocols in Wireless Mesh Networks

Young-Beom Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.10 No.5 pp.93-98

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