Ensemble extended belief rule-based systems with different similarity measures for classification problems

F Gao, W He, W Bi - International Journal of Approximate Reasoning, 2023 - Elsevier
The extended belief rule-based (EBRB) system is shown to have the potential to handle both
quantitative and qualitative information under uncertainty, and it has been used as an …

[HTML][HTML] Crash severity analysis: A data-enhanced double layer stacking model using semantic understanding

D Yang, T Dong, P Wang - Heliyon, 2024 - cell.com
The crash severity analysis is of significant importance in traffic crash prevention and
emergency resource allocation. A range of innovations offers potential traffic crash severity …

[HTML][HTML] Improved Attention Mechanism for Human-like Intelligent Vehicle Trajectory Prediction

C Shen, X Xiao, S Li, Y Tong - Electronics, 2023 - mdpi.com
In order to overcome the low long-term predictive accuracy associated with mainstream
prediction models and the limited consideration of driver characteristics, this study presents …

Estimating accident-prone freeway sections: simulation and accident prediction model

Y Hu, Y Yang, J Liu, M Bai - … of the Institution of Civil Engineers …, 2023 - icevirtuallibrary.com
Accident-prone sections are usually the most dangerous areas on a freeway. Identifying and
studying them is therefore very important. In this study, accident-prone sections were …

Optimizing Urban Traffic Management Through Advanced Machine Learning: A Comprehensive Study

F Izhari, HW Dhany - Journal of Intelligent Decision Support …, 2023 - idss.iocspublisher.org
Urban transport networks are vital components of modern societies, influencing efficiency
and safety. This research explores the potential of traffic data as a crucial information source …

Measuring the Level of Sustainable Transportation Development (Lstd) in China——from the Perspective of Sdgs

Y Wang, L Shen, Y Yang, X Li, J Pu - Available at SSRN 4714876 - papers.ssrn.com
Aligning with the global emphasis on sustainable development, transportation system
sustainability has emerged as a key issue. While existing studies have extensively …