Development of Highway Traffic Information Prediction Models Using the Stacking Ensemble Technique Based on Cross-validation

Yoseph Lee, Seok Jin Oh, Yejin Kim, Sung-ho Park, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.6 pp.1-16

DOI:https://doi.org/10.12815/kits.2023.22.6.1 Download PDF Export Citation

Methodology for Developing a Predictive Model for Highway Traffic Information Using LSTM

Yoseph Lee, Hyoung-suk Jin, Yejin Kim, Sung-ho Park, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.22 No.5 pp.1-18

DOI:https://doi.org/10.12815/kits.2023.22.5.1 Download PDF Export Citation

A Study on Extraction Method of Hazard Traffic Flow Segment

Kyusoo Chong

Journal of Korean Society of Intelligent Transport Systems :: Vol.20 No.6 pp.47-54

DOI:https://doi.org/10.12815/kits.2021.20.6.47 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

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

Study of the System for Generating Traffic Information Based on Smartphone Bluetooth and WiFi Signal

Keun Nam-gung, Sangsun Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.19 No.1 pp.121-131

DOI:https://doi.org/10.12815/kits.2020.19.1.121 Download PDF Export Citation

Rate of Probe Vehicles for the Collection of Traffic Information on Expressways

Jiwon Kim, Harim Jeong, Sungkwan Kang, Ilsoo Yun

Journal of Korean Society of Intelligent Transport Systems :: Vol.18 No.6 pp.262-274

DOI:https://doi.org/10.12815/kits.2019.18.6.262 Download PDF Export Citation

A Study on Performace Evaluation of ITS Detectors using UAV

Tae-Gyung Kang, Si-Bok Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.6 pp.111-120

DOI:https://doi.org/10.12815/kits.2018.17.6.111 Download PDF Export Citation

A Study on Traffic Data Collection and Analysis for Uninterrupted Flow using Drones

Sung-Hyuk Seo, Si-Bok Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.17 No.6 pp.144-152

DOI:https://doi.org/10.12815/kits.2018.17.6.144 Download PDF Export Citation

A Network Sensor Location Model Considering Discrete Characteristics of Data Collection

Jaehwan Yang, Seung-Young Kho, Dong-Kyu Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.16 No.5 pp.38-48

DOI:https://doi.org/10.12815/kits.2017.16.5.38 Download PDF Export Citation

A Study of Establishment of Customized ITS Export Model Considering Development Stage by Country

Suk-Kee Hong, Nam-Min Jo, Seung-Jun Lee, Choul-Ki Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.16 No.4 pp.36-53

DOI:https://doi.org/10.12815/kits.2017.16.4.36 Download PDF Export Citation

Development of A Multi-sensor Fusion-based Traffic Information Acquisition System with Robust to Environmental Changes using Mono Camera, Radar and Infrared Range Finder

Ki-hoon Byun, Se-jin Kim, Jang-woo Kwon

Journal of Korean Society of Intelligent Transport Systems :: Vol.16 No.2 pp.36-54

DOI:https://doi.org/10.12815/kits.2017.16.2.36 Download PDF Export Citation

The Framework of Aeronautical Information System for Volcanic Ash Hazard Management

Doohee Nam, Jinsun Lee, Sangsoo Lee

Journal of Korean Society of Intelligent Transport Systems :: Vol.16 No.1 pp.166-175

DOI:https://doi.org/10.12815/kits.2017.16.1.166 Download PDF Export Citation

Treatment Strategy and Reliability Analysis of DSRC-Based Traffic Data under Interrupted Traffic States

Yu Ren, Hoe Kyoung Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.13 No.6 pp.25-33

DOI:https://doi.org/10.12815/kits.2014.13.6.025 Download PDF Export Citation

A study on the imputation solution for missing speed data on UTIS by using adaptive k-NN algorithm

Eun-jeong Kim, Gwang-Soo Bae, Gye-Hyeong Ahn, Yong-Kul Ki, Yong-Ju Ahn

Journal of Korean Society of Intelligent Transport Systems :: Vol.13 No.3 pp.66-77

DOI:https://doi.org/10.12815/kits.2014.13.3.066 Download PDF Export Citation

The Visualization Evaluation of Traffic Apps using Heuristics Techniques

Hyun-ji Cho, Doohee Nam

Journal of Korean Society of Intelligent Transport Systems :: Vol.13 No.3 pp.89-95

DOI:https://doi.org/10.12815/kits.2014.13.3.089 Download PDF Export Citation

Improvement of Information Connection System among Traffic Information Centers

Sung Han Lim

Journal of Korean Society of Intelligent Transport Systems :: Vol.13 No.2 pp.34-41

DOI:https://doi.org/10.12815/kits.2014.13.2.034 Download PDF Export Citation

An Analysis of Diversion Rate by The types of Display and The levels of Delay on VMS (Variable Message Sign)

Su-In Yu, Byung-Jong Kim, Won-Kyu Kim

Journal of Korean Society of Intelligent Transport Systems :: Vol.12 No.6 pp.54-67

DOI:https://doi.org/10.12815/kits.2013.12.6.054 Download PDF Export Citation

Estimation of VMS Traffic Information Value Using Contingent Valuation Method

Jung Yoon Choi, Jeong Whon Yu

Journal of Korean Society of Intelligent Transport Systems :: Vol.12 No.3 pp.42-52

DOI:https://doi.org/10.12815/kits.2013.12.3.42 Download PDF Export Citation

A Study on the Integration of Automatic Enforcement Equipment and UTIS Base Station

Kyung-Sik Hong, Jun-Ha Jung, Sung-Jun Yoo

Journal of Korean Society of Intelligent Transport Systems :: Vol.11 No.6 pp.23-30

DOI:https://doi.org/10.12815/kits.2012.11.6.23 Download PDF Export Citation