Jiwon Kim

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

Anshuman Sharma, Zuduo Zheng, Jiwon Kim et al. · Transportation Research Part C Emerging Technologies · 2021 · 146 citations

Engineering, Automotive Engineering, Transportation Planning +17

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

Zhuoyu Huang, Jiwon Kim, Alireza Sadri et al. · Journal of Manufacturing Systems · 2019 · 112 citations

Business, Management Information Systems, Operations Management +15

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

Jie Sun, Jiwon Kim · Transportation Research Part C Emerging Technologies · 2021 · 101 citations

Computing, Data Science, Machine Learning +16

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

Anshuman Sharma, Zuduo Zheng, Jiwon Kim et al. · Analytic Methods in Accident Research · 2020 · 73 citations

Business, Automotive Engineering, Decision Sciences +16

Attention-based Recurrent Neural Network for Urban Vehicle Trajectory Prediction

Seongjin Choi, Jiwon Kim, Hwasoo Yeo · Procedia Computer Science · 2019 · 65 citations · Full text

Computing, Data Science, Forecasting +15