Jiwon Kim

发表

A Machine Learning Approach for Detecting Long-Term Changes in the Weekly Trip Patterns of Public Transport Passengers

Chun Yong Moon, M. Hickman, Jiwon Kim, 2018 .

A comprehensive analysis on the effects of signal strategies, intersection geometry, and traffic operation factors on right-turn crashes at signalised intersections: An application of hierarchical crash frequency model.

M. Haque, Jiwon Kim, Sheikh Manirul Islam, 2022, Accident; analysis and prevention.

Estimating Link Flows in Road Networks with Synthetic Trajectory Data Generation: Reinforcement Learning-based Approaches

Zuduo Zheng, Miner Zhong, Jiwon Kim, 2022, 2206.12873.

Targeted Advertising in the Public Transit Network Using Smart Card Data

M. Mesbah, A. Khodaii, H. Faroqi, 2022, Networks and Spatial Economics.

Industry 4.0: Development of a multi-agent system for dynamic value stream mapping in SMEs

Matthew S. Dargusch, Jiwon Kim, Alireza Sadri, 2019, Journal of Manufacturing Systems.

TrajGAIL: Generating urban vehicle trajectories using generative adversarial imitation learning

Hwasoo Yeo, Jiwon Kim, Seongjin Choi, 2020, Transportation Research Part C: Emerging Technologies.

TrajGAIL: Generating Urban Trajectories using Generative Adversarial Imitation Learning pdf

Hwasoo Yeo, Jiwon Kim, Seongjin Choi, 2020, ArXiv.

Assessing traffic disturbance, efficiency, and safety of the mixed traffic flow of connected vehicles and traditional vehicles by considering human factors

Ashish Bhaskar, Zuduo Zheng, Anshuman Sharma, 2021 .

Route Reconstruction Using Low-Quality Bluetooth Readings

Xiaofang Zhou, Pingfu Chao, Wen Hua, 2020, SIGSPATIAL/GIS.

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

Jiwon Kim, Kianoosh Soltani Naveh, Jiwon Kim, 2019, IEEE Transactions on Intelligent Transportation Systems.

Behavioural advertising in the public transit network

Mahmoud Mesbah, Hamed Faroqi, Jiwon Kim, 2019, Research in Transportation Business & Management.

Activity-Trip Based Model for Friend Recommendation with Transit Smart Card Records

Mahmoud Mesbah, Hamed Faroqi, Jiwon Kim, 2020 .

Investigating the Correlation between Activity Similarity and Trip Similarity of Public Transit Passengers Using Smart Card Data

Mahmoud Mesbah, Hamed Faroqi, Jiwon Kim, 2020 .

Joint prediction of next location and travel time from urban vehicle trajectories using long short-term memory neural networks

Jiwon Kim, Jie Sun, Jie Sun, 2021, Transportation Research Part C: Emerging Technologies.

TDC-based horizontal leakage area estimation in multiunit residential buildings: Three correction factors

Yong-shik Kim, Sungmin Yoon, Jabeom Koo, 2021 .

Applications of transit smart cards beyond a fare collection tool: a literature review

Mahmoud Mesbah, Hamed Faroqi, Jiwon Kim, 2018 .

Estimating and Comparing Response Times in Traditional and Connected Environments

Ashish Bhaskar, Anshuman Sharma, Zuduo Zheng, 2019, Transportation Research Record: Journal of the Transportation Research Board.

Is an informed driver a better decision maker? A grouped random parameters with heterogeneity-in-means approach to investigate the impact of the connected environment on driving behaviour in safety-critical situations

Ashish Bhaskar, Zuduo Zheng, Jiwon Kim, 2020, Analytic Methods in Accident Research.

A deep learning framework to generate realistic population and mobility data

Carlo G. Prato, Mehmet Yildirimoglu, C. Prato, 2022, ArXiv.

Transformer-based Map Matching Model with Limited Ground-Truth Data using Transfer-Learning Approach

H. Yeo, Seongjin Choi, Jiwon Kim, 2021, Transportation Research Part C: Emerging Technologies.

Leveraging Future Relationship Reasoning for Vehicle Trajectory Prediction

Kuk-Jin Yoon, Jiwon Kim, Jegyeong Cho, 2023, ICLR.

Real-time information system for spreading rail passengers across train carriages: agent-based simulation study

S H Ahn, J Kim, A Bekti, 2016 .

Map-matching on Wireless Traffic Sensor Data with a Sequence-to-Sequence Model

Wen Hua, Jiwon Kim, Dan He, 2023, 2023 24th IEEE International Conference on Mobile Data Management (MDM).

Real-time Prediction of Arterial Vehicle Trajectories: An Application to Predictive Route Guidance for an Emergency Vehicle

Hwasoo Yeo, Seongjin Choi, Hwapyeong Yu, 2019, 2019 IEEE Intelligent Transportation Systems Conference (ITSC).