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Hanchu Zhou

City University of Hong Kong (CityU) - School of Data Science

SCHOLARLY PAPERS

5

DOWNLOADS

443

TOTAL CITATIONS

0

Scholarly Papers (5)

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1.

Identifying Typical Pre-Crash Scenarios Based on In-Depth Crash Data with Deep Embedding Clustering for Autonomous Vehicle Safety Testing

Number of pages: 23 Posted: 06 Dec 2022
Rui Zhou, Helai Huang, Jaeyoung Lee, Xiangzhi Huang, Jiguang Chen and Hanchu Zhou
Central South University, Central South University, Central South University, Central South University, Newhood Technologies Co., Ltd. and City University of Hong Kong (CityU) - School of Data Science
Downloads 144 (518,102)

Abstract:

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Testing scenarios, Clustering analysis, Autonomous vehicles, Stacked autoencoder

2.

Pre-Crash Scenarios for Safety Testing of Autonomous Vehicles: A Clustering Method for In-Depth Crash Data

Number of pages: 26 Posted: 19 Dec 2022
Helai Huang, Xiangzhi Huang, Hanchu Zhou, Jaeyoung Lee, Rui Zhou and Xuekai Cen
Central South University, Central South University, City University of Hong Kong (CityU) - School of Data Science, Central South University, Central South University and Central South University
Downloads 106 (659,652)

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safety testing, pre-crash scenario, cluster analysis

3.

Optimal Adaptive Nonpharmaceutical Interventions to Mitigate the Outbreak of Respiratory Infections Following the COVID-19 Pandemic: A Deep Reinforcement Learning Study in Hong Kong, China

Number of pages: 16 Posted: 10 Oct 2022
Yao Yao, Hanchu Zhou, Zhidong Cao, Daniel Dajun Zeng and Qingpeng Zhang
City University of Hong Kong (CityU) - School of Data Science, City University of Hong Kong (CityU) - School of Data Science, Chinese Academy of Sciences (CAS) - State Key Laboratory of Management and Control for Complex Systems, Chinese Academy of Sciences (CAS) - Institute of Automation and The University of Hong Kong
Downloads 87 (759,537)

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COVID-19, Reinforcement Learning, Artificial Intelligence, Machine Learning, Mathematical Modelling, Optimization, Infectious Diseases

4.

Learnable Operational Design Condition Monitor for Failure Prediction in Autonomous Driving

Number of pages: 12 Posted: 16 Jan 2025
Haowei Xu, Yougang Bian, Yang Li, Hongmao Qin, Hanchu Zhou, Fangrong Chang, Shaofei Wang and Qing Ye
affiliation not provided to SSRN, Hunan University, Hunan University, Hunan University, City University of Hong Kong (CityU) - School of Data Science, affiliation not provided to SSRN, China Merchants Chongqing Communications Technology Research and Design Institute Co Ltd and China Merchants Chongqing Communications Technology Research and Design Institute Co Ltd
Downloads 72 (860,052)

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Operational Design Domain, Operational Design Condition, Autonomous Driving Safety, Failure Prediction.

5.

Resilience Assessment and Critical Node Identification in Multi-Modal Public Transportation Networks

Number of pages: 29 Posted: 26 May 2025
Ping Han, Hanchu Zhou and Jiayi Liu
Dalian Jiaotong University, City University of Hong Kong (CityU) - School of Data Science and Dalian Jiaotong University
Downloads 34 (1,263,436)

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Resilience Assessment, Critical Node Identification, Multimodal Public Transportation Networks, Entropy Weight Method, VIKOR Method, Complex Network Theory