A Study on the Visiting Areas Classification of Cargo Vehicles Using Dynamic Clustering Method

Bum Chul Cho, Eun A Cho

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.6 pp.141-156

DOI:https://doi.org/10.12815/kits.2023.22.6.141 Download PDF Export Citation

Federated Learning-based Route Choice Modeling for Preserving Driver’s Privacy in Transportation Big Data Application

Jisup Shim

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.6 pp.157-167

DOI:https://doi.org/10.12815/kits.2023.22.6.157 Download PDF Export Citation

Effect Analysis of Public Data-Based Automatic Traffic Enforcement Camera Installation Using the Comparison Group Method

Yunseob Lee, Yohee Han, Youngchan Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.6 pp.168-181

DOI:https://doi.org/10.12815/kits.2023.22.6.168 Download PDF Export Citation

Development of a Speed Prediction Model for Urban Network Based on Gated Recurrent Unit

Hoyeon Kim, Sangsoo Lee, Jaeseong Hwang

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.1 pp.103-114

DOI:https://doi.org/10.12815/kits.2023.22.1.103 Download PDF Export Citation

A Study to Provide Real-Time Freeway Precipitation Information Using C-ITS Based PVD

Ho seon Kim, Seoung bum Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.6 pp.133-146

DOI:https://doi.org/10.12815/kits.2021.20.6.133 Download PDF Export Citation

A Study on Map Mapping of Individual Vehicle Big Data Based on Space

Kyusoo Chong

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.5 pp.75-82

DOI:https://doi.org/10.12815/kits.2021.20.5.75 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

Evaluation of Transit Transfer Pattern for the Mobility Handicapped Using Traffic Card Big Data: Focus on Transfer between Bus and Metro

Min young Kwon, Young chan Kim, Ji sun Ku

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.2 pp.58-71

DOI:https://doi.org/10.12815/kits.2021.20.2.58 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

Analysis of Taxi Combined Surcharge System Using DTG Data

Seoung bum Kim, Ho seon Kim, Jong heon Jung

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.6 pp.152-162

DOI:https://doi.org/10.12815/kits.2020.19.6.152 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

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

Development of Traffic Speed Prediction Model Reflecting Spatio-temporal Impact based on Deep Neural Network

Youngchan Kim, Junwon Kim, Yohee Han, Jongjun Kim, Jewoong Hwang

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.1 pp.1-16

DOI:https://doi.org/10.12815/kits.2020.19.1.1 Download PDF Export Citation

Development of Safety Performance Functions and Level of Service of Safety on National Roads Using Traffic Big Data

Kenan Kwon, Sangmin Park, Harim Jeong, Cheolwoo Kwon, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.18 No.5 pp.34-48

DOI:https://doi.org/10.12815/kits.2019.18.5.34 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

Study on the Development of Congestion Index for Expressway Service Areas Based on Floating Population Big Data

Hae Kim, Hwan-Pil Lee, Cheolwoo Kwon, Sungho Park, Sangmin Park, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.4 pp.99-111

DOI:https://doi.org/10.12815/kits.2018.17.4.99 Download PDF Export Citation

Analysis of the Unstructured Traffic Report from Traffic Broadcasting Network by Adapting the Text Mining Methodology

You Jin Roh, Sang Hoon Bae

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.3 pp.87-97

DOI:https://doi.org/10.12815/kits.2018.17.3.87 Download PDF Export Citation

Development of Vehicle Queue Length Estimation Model Using Deep Learning

Lee Yong-Ju, Hwang Jae-Seong, Kim Soo-Hee, Lee Choul-Ki

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.2 pp.39-57

DOI:https://doi.org/10.12815/kits.2018.17.2.39 Download PDF Export Citation

A Study of Measuring Traffic Congestion for Urban Network using Average Link Travel Time based on DTG Big Data

Yohee Han, Youngchan Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.16 No.5 pp.72-84

DOI:https://doi.org/10.12815/kits.2017.16.5.72 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