Machine Learning · Statistics
Strengthening the Case for a Bayesian Approach to Car-following Model Calibration and Validation using Probabilistic Programming
Franklin Abodo, Andrew Berthaume, Stephen Zitzow-Childs, Leonardo Bobadilla
2019-08-08
Machine Learning · Computer Science
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 +3
2021-11-11
Human-Computer Interaction · Computer Science
What Makes a Fantastic Passenger-Car Driver in Urban Contexts?
Yueteng Yu, Zhijie Yi, Xinyu Yang, Mengdi Chu +10
2023-11-14
Computer Vision and Pattern Recognition · Computer Science
Driver Behavior Modelling at the Urban Intersection via Canonical Correlation Analysis
Zirui Li, Chao Lu, Cheng Gong, Cheng Gong +2
2020-07-14
Computer Vision and Pattern Recognition · Computer Science
AI-Based Framework for Understanding Car Following Behaviors of Drivers in A Naturalistic Driving Environment
Armstrong Aboah, Abdul Rashid Mussah, Yaw Adu-Gyamfi
2023-01-24
Robotics · Computer Science
Safety-Oriented Calibration and Evaluation of the Intelligent Driver Model
Kingsley Adjenughwure, Arturo Tejada, Pedro F. V. Oliveira, Jeroen Hogema +1
2024-07-22
Physics and Society · Physics
A car-following model with behavioural adaptation to road geometry
Fabrizio Pelella, Gaetano Zaccaria, Vincenzo Punzo, Marcello Montanino
2025-01-24
Systems and Control · Computer Science
Car-following behavior of connected vehicles in a mixed traffic flow: modeling and stability analysis
Lin Liu, Chunyuan Li, Yongfu Li, Srinivas Peeta +1
2018-09-18
Robotics · Computer Science
Predicting Parameters for Modeling Traffic Participants
Ahmadreza Moradipari, Sangjae Bae, Mahnoosh Alizadeh, Ehsan Moradi Pari +1
2023-01-27
Physics and Society · Physics
Characterizing driver heterogeneity within stochastic traffic simulation
Michail A. Makridis, Aikaterini Anesiadou, Konstantinos Mattas, Georgios Fontaras +1
2022-10-04
Robotics · Computer Science
100 Drivers, 2200 km: A Natural Dataset of Driving Style toward Human-centered Intelligent Driving Systems
Chaopeng Zhang, Wenshuo Wang, Zhaokun Chen, Junqiang Xi
2024-06-13
Computer Vision and Pattern Recognition · Computer Science
Driver Identification through Stochastic Multi-State Car-Following Modeling
Donghao Xu, Zhezhang Ding, Chenfeng Tu, Huijing Zhao +3
2020-05-25
Robotics · Computer Science
Improving the Intelligent Driver Model by Incorporating Vehicle Dynamics: Microscopic Calibration and Macroscopic Validation
Dominik Salles, Steve Oswald, Hans-Christian Reuss
2024-08-08
Robotics · Computer Science
Interactive Car-Following: Matters but NOT Always
Chengyuan Zhang, Rui Chen, Jiacheng Zhu, Wenshuo Wang +2
2023-08-01
Computer Vision and Pattern Recognition · Computer Science
Learning from Naturalistic Driving Data for Human-like Autonomous Highway Driving
Donghao Xu, Zhezhang Ding, Xu He, Huijing Zhao +3
2020-05-26