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Special Issue: Advanced data mining and computer science applications in smart transportation mobility systems

Guest Editors

Prof. Juneyoung Park
Department of Transportation and Logistics Engineering, Department of Smart City Engineering, Hanyang University ERICA, Ansan, South Korea
Email: juneyoung@hanyang.ac.kr


Prof. Ling Wang
College of Transportation Engineering, Tongji University, China
Email: wang_ling@tongji.edu.cn


Prof. Tiantian Chen
The Cho Chun Shik Graduate School of Mobility, The Korea Advanced Institute of Science and Technology (KAIST), Daejon, South Korea
Email: nicole.chen@kaist.ac.kr

Manuscript Topics


The introduction of advanced transportation and mobility systems into current roadway environments makes it possible to handle large amounts of various data that can be used for effective development. Moreover, the rapid development and application of Big-data with data mining and computer-based learning techniques have been considered as an important part with transportation and mobility systems because of emergence of large amounts of data in various fields of human activity that can be collected and processed.


In this context, this special issue aims to cover useful insights and applications of advanced data analytic methods in the context of transportation and mobility areas. The adaptation of data- and model-driven methods and novel theories based on scientific inferences is also welcome. The scope of the issue handles a wide variety of studies ranging from empirical research efforts to theoretical and innovative papers on analysis, design, management, operation, safety, environment, emission, case study, application of new technologies and applied science.


Keywords: mobility big data, data mining, computer-based learning, intelligent transportation, modeling and prediction of traffic conditions, transport dynamics, advanced statistics and bayesian inferences, human behavior under mixed-traffic environments, traffic safety and sustainable mobility, algorithm development and application


Instructions for authors
https://www.aimspress.com/era/news/solo-detail/instructionsforauthors
Please submit your manuscript to online submission system
https://aimspress.jams.pub/

Paper Submission

All manuscripts will be peer-reviewed before their acceptance for publication. The deadline for manuscript submission is 31 December 2023

Published Papers(11)

Research article
An airport apron ground service surveillance algorithm based on improved YOLO network
Yaxi Xu Yi Liu Ke Shi Xin Wang Yi Li Jizong Chen
2024, Volume 32, Issue 5: 3569-3587. doi: 10.3934/era.2024164
Abstract HTML PDF Cited (1) Viewed (1595)
Research article
Evaluating the environmental impact on connected vehicles during freeway accidents using VISSIM with probe vehicle data
Hyunju Shin Jieun Ko Gunwoo Lee Cheol Oh
2024, Volume 32, Issue 4: 2955-2975. doi: 10.3934/era.2024135
Abstract HTML PDF Viewed (1171)
Research article
A multi-objective dynamic vehicle routing optimization for fresh product distribution: A case study of Shenzhen
Wenjie Wang Suzhen Wen Shen Gao Pengyi Lin
2024, Volume 32, Issue 4: 2897-2920. doi: 10.3934/era.2024132
Abstract HTML PDF Cited (2) Viewed (1584)
Research article
Research on reinforcement learning based on PPO algorithm for human-machine intervention in autonomous driving
Gaosong Shi Qinghai Zhao Jirong Wang Xin Dong
2024, Volume 32, Issue 4: 2424-2446. doi: 10.3934/era.2024111
Abstract HTML PDF Cited (3) Viewed (2169)
Research article
Operation standards for exclusive bus lane on expressway using simulation and traffic big data
Seongmin Park Juneyoung Park Youngkwon Yoon Jinhee Kim Jaehyun So
2024, Volume 32, Issue 4: 2323-2341. doi: 10.3934/era.2024106
Abstract HTML PDF Viewed (2092)
Research article
Research and optimization of YOLO-based method for automatic pavement defect detection
Hui Yao Yaning Fan Xinyue Wei Yanhao Liu Dandan Cao Zhanping You
2024, Volume 32, Issue 3: 1708-1730. doi: 10.3934/era.2024078
Abstract HTML PDF Cited (4) Viewed (2169)
Research article
Assessing crash severity of urban roads with data mining techniques using big data from in-vehicle dashcam
Nuri Park Junhan Cho Juneyoung Park
2024, Volume 32, Issue 1: 584-607. doi: 10.3934/era.2024029
Abstract HTML PDF Cited (2) Viewed (2023)
Research article
Estimation of spatiotemporal travel speed based on probe vehicles in mixed traffic flow
Jongho Kim Woosuk Kim Eunjeong Ko Yong-Shin Kang Hyungjoo Kim
2024, Volume 32, Issue 1: 317-331. doi: 10.3934/era.2024015
Abstract HTML PDF Viewed (1797)
Research article
Straddle monorail noise impact evaluation considering acoustic propagation characteristics and the subjective feelings of residents
J. S. Peng Q. W. Kong Y. X. Gao L. Zhang
2023, Volume 31, Issue 12: 7307-7336. doi: 10.3934/era.2023370
Abstract HTML PDF Viewed (1547)
Research article
Intelligent traffic safety cloud supervision system based on Internet of vehicles technology
Jian Gao Hao Liu Yang Zhang
2023, Volume 31, Issue 11: 6564-6584. doi: 10.3934/era.2023332
Abstract HTML PDF Viewed (1905)
Research article
Empowering high-speed train positioning: Innovative paradigm for generating universal virtual positioning big data
Xiaoyu Zheng Dewang Chen Liping Zhuang
2023, Volume 31, Issue 10: 6197-6215. doi: 10.3934/era.2023314
Abstract HTML PDF Cited (1) Viewed (1553)