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Research article

First published 2023-1

A comprehensive lateral motion prediction method of surrounding vehicles integrating driver intention prediction and vehicle behavior recognition

Zhongkai Luan, Yunfeng Huang, Wanzhong Zhao [...]

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

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Research article

First published 2024-5

Sparse least squares support vector machine based methods for vehicle driving behavior recognition

Dongyu Zhao, Shuen Zhao

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

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Research article

First published 2025-12

Vehicle driving intention recognition algorithm in intersections based on Ergodic Hidden Markov Model

Fang Liu, Liang Chen, Weixing Su

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

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Research article

First published 2025-10

Driving style recognition considering speeding behavior under different working conditions

Bingzhan Zhang, Ziheng Yang, Gufeng Kang [...]

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

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Research article

First published 2024-8

Probabilistic multi-modal expected trajectory prediction based on LSTM for autonomous driving

Zhenhai Gao, Mingxi Bao, Fei Gao [...]

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

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Research article

First published 2025-12

A Combined Car-Following and Overtaking Approach to Reconstructing Vehicle Trajectories: A Case Study in Shenzhen

Jingfeng Ma, Gang Ren, Yuanxiang Yang [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2024-01-10

A systematic review for the fatigue driving behavior recognition method

Junjian Hou, Yaxiong Xu, Wenbin He [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2024-3

Bayesian Global Optimization Gated Recurrent Unit Model for Human-Driven Vehicle Lane-Change Trajectory Prediction Considering Hyperparameter Optimization

Xinghua Hu, Shanzhi Chen, Jiahao Zhao [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2026

Toward Safer Highways: Data-Driven Approach to Detecting Aggressive Driving Using Connected Vehicle Technologies

Ehsan Mehryaar, Mahtab Jeyhani, Parisa Masoumi [...]

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2025-11

Abnormal Behavior Detection and Safety Early Warning in Electric Vehicle Network Interaction Systems Using Deep Learning Algorithms

Baoqiang Zhang, Zheng Li, Xiao Xu [...]

Transportation Research Record: Journal of the Transportation Research Board

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