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Research article

First published 2020-8

Studying Car-Following Dynamics on the Basis of the HighD Dataset

Valentina Kurtc

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025

Resilience-Driven Car-Following Risk Evolution Analysis Using an Explainable Machine Learning Approach

Huansong Zhang, Yongjun Shen, Qiong Bao [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025

Investigating the Hybrid Approach of Anomaly Detection and EVT for Conflict-Based Crash Estimation Considering Variations in Safety Hierarchy

Wei Wei, Lai Zheng

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025-9

Vehicle trajectory prediction method integrating spatiotemporal relationships with hybrid time-step scene interaction

Yong Guan, Ning Li, Pengzhan Chen [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2025-9

Vehicle trajectory prediction based on cross-attention and multilevel spatio-temporal features

Haifeng Sang, Siyu Li, Jinyu Wang [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

Open access

Research article

First published 2020-7

Prediction of Lane-Changing Maneuvers with Automatic Labeling and Deep Learning

Vishal Mahajan, Christos Katrakazas, Constantinos Antoniou

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2026

Group vehicle trajectory prediction model based on dynamic view-distance enhancement

Siyu Li, Haifeng Sang

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2025-9

Scenario-aware clustered federated learning for vehicle trajectory prediction with non-IID data

Liang Tao, Yangguang Cui, Xiaodong Zhang [...]

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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Research article

First published 2026-1

Toward Safe Autonomous Highway Driving Policies using a Neuro-Symbolic Deep Reinforcement Learning Approach

Iman Sharifi, Mustafa Yildirim, Saber Fallah

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-7

Hybrid attention based vehicle trajectory prediction

Lingyang Wang, Wenping Jiang

Proceedings of the Institution of Mechanical Engineers,Part D: Journal of Automobile Engineering

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