Yi-Shin Lin

According to our database, Yi-Shin Lin authored at least 6 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Testing the Validity of Multiparticipant Distributed Simulation for Understanding and Modeling Road User Interaction.

Amir Hossein Kalantari, Yi-Shin Lin, Ali Mohammadi, Natasha Merat, Gustav Markkula

IEEE Trans. Hum. Mach. Syst., October, 2025

2023

Beyond RMSE: Do Machine-Learned Models of Road User Interaction Produce Human-Like Behavior?

Aravinda Ramakrishnan Srinivasan, Yi-Shin Lin, Morris Antonello, Anthony Knittel, Mohamed Hasan, Majd Hawasly, John Redford, Subramanian Ramamoorthy, Matteo Leonetti, Jac Billington, Richard Romano, Gustav Markkula

IEEE Trans. Intell. Transp. Syst., 2023

The COMMOTIONS Urban Interactions Driving Simulator Study Dataset.

Aravinda Ramakrishnan Srinivasan, Julian Frederik Schumann, Yueyang Wang, Yi-Shin Lin, Michael Daly, Albert Solernou, Arkady Zgonnikov, Matteo Leonetti, Jac Billington, Gustav Markkula

CoRR, 2023

2022

A Utility Maximization Model of Pedestrian and Driver Interactions.

Yi-Shin Lin, Aravinda Ramakrishnan Srinivasan, Matteo Leonetti, Jac Billington, Gustav Markkula

IEEE Access, 2022

2021

Comparing merging behaviors observed in naturalistic data with behaviors generated by a machine learned model.

Aravinda Ramakrishnan Srinivasan, Mohamed Hasan, Yi-Shin Lin, Matteo Leonetti, Jac Billington, Richard Romano, Gustav Markkula

Proceedings of the 24th IEEE International Intelligent Transportation Systems Conference, 2021

2020

The Design of Access Control by using Data Dependency To Reduce the Inference of Sensitive Data.

Kuei-Sheng Lee, Yen-Cheng Lai, Shao-Yu Chen, Yi-Shin Lin, Meng-Feng Tsai

Proceedings of the International Conference on Technologies and Applications of Artificial Intelligence, 2020