:: Journal of Korean Society of Intelligent Transport Systems ::

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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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