Jiwon Kim - Publications, H-index & Citations

Jiwon Kim

Sungkyunkwan University

10H指数

24论文数

460被引数

收录论文 18

发表时间

M2NN: Multi-view multi-task graph neural network using congestion heatmap imagery for predicting traffic incidents across heterogeneous areas M2NN：一种基于拥堵热力图影像，用于预测异构区域交通事件的多视图多任务图神经网络

Transportation Research Part C: Emerging Technologies

IF0

2025-11-25

OAAI

Thanh Tran; Dan He; Jiwon Kim; Mark Hickman

A Physics-Informed Deep learning framework for traffic state estimation in signalized arterial roads 一种基于物理信息深度学习的信号化干道交通状态估计框架

Transportation Research Part C: Emerging Technologies

IF0

2025-11-07

PREAI

Wanuji Abewickrema; Mehmet Yildirimoglu; Jiwon Kim

“What is your MBTI?”: Predicting the personality types using hierarchical attention and graph learning “你的MBTI是什么？”：使用层次注意力和图学习预测人格类型

Expert Systems with Applications

IF7.5

2025-08-06

PREAI

Migyeong Yang; Jiwon Kim; Minji Kim; Jinyoung Han

A gentle introduction and tutorial on Deep Generative Models in transportation research 交通研究中深度生成模型的温和介绍与教程

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2025-07-01

OAAI

Choi, Seongjin; Jin, Zhixiong; Hamd, Seung Woo; Kim, Jiwon; Sunf, Lijun

Understanding everyday public transit travel habits: A measurement framework for the peakedness of departure time distributions 理解日常公共交通出行习惯：离站时间分布峰值度的测量框架

Travel Behaviour and Society

IF5.7

2025-06-19

OAAI

Jiwon Kim; Jonathan Corcoran

Eco-driving strategies using reinforcement learning for mixed traffic in the vicinity of signalized intersections 基于强化学习的信号交叉口附近混合交通生态驾驶策略

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2024-08-01

OAAI

Yang, Zhiwei; Zheng, Zuduo; Kim, Jiwon; Rakha, Hesham

Toward Data-Driven Simulation of Network-Wide Traffic: A Multi-Agent Imitation Learning Approach Using Urban Vehicle Trajectory Data 面向全网交通的数据驱动仿真: 一种使用城市车辆轨迹数据的多智能体模仿学习方法

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2024-07-01

PREAI

Sun, Jie; Kim, Jiwon

Multimodal Data-Driven Prediction of PEMFC Performance and Process Conditions Using Deep Learning

IEEE ACCESS

IF3.6

2024-01-01

OAAI

Shin, Seoyoon; Kim, Jiwon; Lee, Seokhee; Shin, Tae Ho; Ryu, Ga-Ae

MSGNN: A Multi-structured Graph Neural Network model for real-time incident prediction in large traffic networks MSGNN: 用于大型交通网络中实时事件预测的多结构图形神经网络模型

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2023-11-01

OAAI

Tran, Thanh; He, Dan; Kim, Jiwon; Hickman, Mark

A hierarchical multinomial logit model to examine the effects of signal strategies on right-turn crash injury severity at signalised intersections

ACCIDENT ANALYSIS AND PREVENTION

IF6.2

2023-08-01

PREAI

Islam, Sheikh Manirul; Washington, Simon; Kim, Jiwon; Haque, Md Mazharul

A Hierarchical Multinomial Logit model to examine the effects of signal strategies on right-turn crash risks by crash movement configuration

ACCIDENT ANALYSIS AND PREVENTION

IF6.2

2023-05-01

PREAI

Islam, Sheikh Manirul; Washington, Simon; Kim, Jiwon; Haque, Md Mazharul

Autonomous anomaly detection on traffic flow time series with reinforcement 基于强化的交通流时间序列自主异常检测

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2023-05-01

OAAI

He, Dan; Kim, Jiwon; Shi, Hua; Ruan, Boyu

An Efficient Algorithm for Maximum Trajectory Coverage Query With Approximation Guarantee 一种有效的具有近似保证的最大轨迹覆盖查询算法

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2022-12-01

PREAI

He, Dan; Zhou, Thomas; Zhou, Xiaofang; Kim, Jiwon

Transformer-based map-matching model with limited labeled data using transfer-learning approach

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2022-07-01

OAAI

Jin, Zhixiong; Kim, Jiwon; Yeo, Hwasoo; Choi, Seongjin

Urban Trajectory Analytics: Day-of-Week Movement Pattern Mining Using Tensor Factorization

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2019-07-01

PREAI

Naveh, Kianoosh Soltani; Kim, Jiwon

Forecasting Pedestrian Movements Using Recurrent Neural Networks: An Application of Crowd Monitoring Data

SENSORS

IF3.5

2019-01-18

OAAI

Duives, Dorine C.; Wang, Guangxing; Kim, Jiwon

Identification of communities in urban mobility networks using multi-layer graphs of network traffic

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2018-04-01

PREAI

Yildirimoglu, Mehmet; Kim, Jiwon

Route choice stickiness of public transport passengers: Measuring habitual bus ridership behaviour using smart card data 公共交通乘客的路线选择粘性: 使用智能卡数据测量习惯性的公共汽车乘车行为

TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

IF7.9

2017-10-01

PREAI

Kim, Jiwon; Corcoran, Jonathan; Papamanolis, Marty

研究方向