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H

Hanchu Zhou

central south university

15H-index
60Paper Count
946Citation Count
Published Papers 28
Publication Date
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Autonomous vehicle safety testing acceleration: A new diffusion-reachability framework for high-risk powered two-wheeler interactions
errAccident Analysis and Prevention
IF6.2
err2026-08-18
err0
PREAI
errHelai Huang; Zimo Yang; Jiang Bian; Hanchu Zhou; Rui Zhou
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From real-world trajectory-level pre-crash data to driving behavior modeling: An inverse reinforcement learning framework based on ghost-probe scenarios
errTravel Behaviour and Society
IF5.7
err2026-04-21
err0
PREAI
errJiang Bian; Helai Huang; Zhiyuan Wei; Hanchu Zhou; Min Liu; Gui Gui; Rui Zhou
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errSave
Construction of an Intelligent Risk Identification System for Highway Flood Damage Based on Multimodal Large Models
errAPPLIED SCIENCES-BASEL
IF2.5
err2025-12-03
err1
errOAAI
errZheng, Jinzi; Liu, Zhiyang; Li, Chenguang; Zhou, Hanchu; Lou, Erlong; Li, Yaqi; Xu, Bingou
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errSave
Study on regional disparity of sentencing for traffic accident crimes in China
errTransportation Safety and Environment
IF3
err2025-12-01
err0
errOAAI
errHu, Zhijing; Luo, Zhongbin; Zhou, Hanchu; Chang, Fangrong
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errSave
Generating intersection pre-crash trajectories for autonomous driving safety testing using Transformer Time-Series Generative Adversarial Networks
errEngineering Applications of Artificial Intelligence
IF8
err2025-08-19
err0
PREAI
errXichang Liu; Helai Huang; Jiang Bian; Rui Zhou; Zhiyuan Wei; Hanchu Zhou
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errSave
Learnable Operational Design Condition monitor for failure prediction in autonomous driving
erraccident analysis and prevention
IF0
err2025-06-27
err0
PREAI
errHaowei Xu; Yougang Bian; Yang Li; Hongmao Qin; Hanchu Zhou; Fangrong Chang; Shaofei Wang; Qing Ye
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errSave
Generating risky and realistic scenarios for autonomous vehicle tests involving powered two-wheelers: A novel reinforcement learning framework
errACCIDENT ANALYSIS AND PREVENTION
IF6.2
err2025-05-22
err0
PREAI
errWei, Zhiyuan; Bian, Jiang; Huang, Helai; Zhou, Rui; Zhou, Hanchu
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Rear-end conflicts analysis at non-signalized intersection based on vehicles trajectory data
errEUROPEAN TRANSPORT RESEARCH REVIEW
IF4.2
err2025-05-06
err0
errOAAI
errHussain A. Nasr; Helai Huang; Jieling Jin; Hanchu Zhou
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errSave
Text as data: Narrative mining of non-collision injury incidents on public buses by structural topic modeling
errTRAVEL BEHAVIOUR AND SOCIETY
IF5.7
err2025-04-01
err0
PREAI
errXu, Pengpeng; Wang, Qianfang; Ye, Yun; Wong, S. C.; Zhou, Hanchu
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errSave
Investigating the factors influencing Repeatedly Crash-Involved Drivers (RCIDs): A Random Parameter Hazard-Based Duration approach
errACCIDENT ANALYSIS AND PREVENTION
IF6.2
err2025-03-01
err0
PREAI
errEljailany, Hala A.; Lee, Jaeyoung Jay; Huang, Helai; Zhou, Hanchu; Ibrahim, Ali. M. A.
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A coordinated control framework of freeway continuous merging areas considering traffic risks and energy consumption
errACCIDENT ANALYSIS AND PREVENTION
IF6.2
err2025-03-01
err0
PREAI
errZhang, Weihua; Zhang, Fan; Feng, Zhongxiang; Zhou, Hanchu; Yue, Lishengsa; Xiong, Lijun; Cheng, Zeyang
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errSave
Evaluating Autonomous Vehicle Safety Performance Through Analysis of Pre-Crash Trajectories of Powered Two-Wheelers
errIEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS
IF8.4
err2024-10-01
err3
PREAI
errZhou, Rui; Lin, Ziqian; Zhang, Guoqing; Huang, Helai; Zhou, Hanchu; Chen, Jiguang
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errSave
Pre-crash scenarios for safety testing of autonomous vehicles: A clustering method for in-depth crash data
errACCIDENT ANALYSIS AND PREVENTION
IF6.2
err2024-08-01
err4
PREAI
errHuang, Helai; Huang, Xiangzhi; Zhou, Rui; Zhou, Hanchu; Lee, Jaeyoung Jay; Cen, Xuekai
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errSave
How would autonomous vehicles behave in real-world crash scenarios?
errACCIDENT ANALYSIS AND PREVENTION
IF6.2
err2024-07-01
err8
PREAI
errZhou, Rui; Zhang, Guoqing; Huang, Helai; Wei, Zhiyuan; Zhou, Hanchu; Jin, Jieling; Chang, Fangrong; Chen, Jiguang
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errSave
Fatal crashes and rare events logistic regression: an exploratory empirical study
errFRONTIERS IN PUBLIC HEALTH
IF3.4
err2024-01-05
err0
errOAAI
errXiao, Yuxie; Lin, Lulu; Zhou, Hanchu; Tan, Qian; Wang, Junjie; Yang, Yi; Xu, Zhongzhi
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errSave
Impact and revolution on law on road traffic safety by autonomous driving technology in China
errCOMPUTER LAW & SECURITY REVIEW
IF3.2
err2023-11-01
err4
PREAI
errXu, Lin; He, Bingbing; Zhou, Hanchu; He, Jun
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errSave
Identifying typical pre-crash scenarios based on in-depth crash data with deep embedded clustering for autonomous vehicle safety testing
errACCIDENT ANALYSIS AND PREVENTION
IF6.2
err2023-10-01
err11
PREAI
errZhou, Rui; Huang, Helai; Lee, Jaeyoung; Huang, Xiangzhi; Chen, Jiguang; Zhou, Hanchu
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errSave
Social, lifestyle, and health status characteristics as a proxy for occupational burnout identification: A network approach analysis
errFRONTIERS IN PSYCHIATRY
IF3.2
err2023-04-14
err0
errOAAI
errJing, Fengshi; Cheng, Mengyuan; Li, Jing; He, Chaocheng; Ren, Hao; Zhou, Jiandong; Zhou, Hanchu; Xu, Zhongzhi; Chen, Weiming; Cheng, Weibin
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errSave
Capturing long-memory properties in road fatality rate series by an autoregressive fractionally integrated moving average model with generalized autoregressive conditional heteroscedasticity: A case study of Florida, the United States, 1975-2018
errJOURNAL OF SAFETY RESEARCH
IF4.4
err2022-06-01
err10
PREAI
errChang, Fangrong; Huang, Helai; Chan, Alan H. S.; Man, Siu Shing; Gong, Yaobang; Zhou, Hanchu
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errSave
Uncertainty matters: Bayesian modeling of bicycle crashes with incomplete exposure data
errACCIDENT ANALYSIS AND PREVENTION
IF6.2
err2022-02-01
err19
errOAAI
errXu, Pengpeng; Bai, Lu; Pei, Xin; Wong, S. C.; Zhou, Hanchu
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
S
S.C. Wong
H-index: 73 · Papers: 651
徐
徐林 (Lin Xu)
H-index: 69 · Papers: 347
S
Shaofei Wang
H-index: 59 · Papers: 307
H
Helai Huang
H-index: 57 · Papers: 247
张
张国庆 (Guoqing Zhang)
H-index: 56 · Papers: 704
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