TRUST: Towards Resilient and SUStainable ConTainer Supply Chains

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Deep bi-directional information-empowered ship trajectory prediction for maritime autonomous surface ships

Author(s): Huanhuan Li, Wenbin Xing, Hang Jiao, Zaili Yang, Yan Li
Published in: Transportation Research Part E: Logistics and Transportation Review, Issue 181, 2023, Page(s) 103367, ISSN 1366-5545
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.tre.2023.103367

Evaluation and strategy development of port-industry-city integration: A China's case

Author(s): Tiaolan Yu, Huanhuan Li, Tianlan Zhou, Nan Zhao, Zaili Yang
Published in: Research in Transportation Business & Management, Issue 60, 2025, Page(s) 101375, ISSN 2210-5395
Publisher: Elsevier BV
DOI: 10.1016/j.rtbm.2025.101375

Bi-directional information fusion-driven deep network for ship trajectory prediction in intelligent transportation systems

Author(s): Huanhuan Li, Wenbin Xing, Hang Jiao, Kum Fai Yuen, Ruobin Gao, Yan Li, Christian Matthews, Zaili Yang
Published in: Transportation Research Part E: Logistics and Transportation Review, Issue 192, 2024, Page(s) 103770, ISSN 1366-5545
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.tre.2024.103770

Vulnerability analysis of cruise shipping in ASEAN countries facing COVID-19 pandemic

Author(s): Mark Ching-Pong Poo, Zaili Yang, Yui-yip Lau
Published in: Ocean & Coastal Management, Issue 248, 2024, Page(s) 106919, ISSN 0964-5691
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ocecoaman.2023.106919

Multiview Deep Autoencoder-Inspired Layerwise Error-Correcting Non-Negative Matrix Factorization

Author(s): Yuan Liu, Yuan Wan, Zaili Yang, Huanhuan Li
Published in: Mathematics, Issue 13, 2025, Page(s) 1422, ISSN 2227-7390
Publisher: MDPI AG
DOI: 10.3390/math13091422

Towards safe navigation environment: The imminent role of spatio-temporal pattern mining in maritime piracy incidents analysis

Author(s): Huanhuan Li, Zaili Yang
Published in: Reliability Engineering & System Safety, 2023, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2023.109422

Human errors analysis for remotely controlled ships during collision avoidance

Author(s): Ying Zhou, Zhengjiang Liu, Xinjian Wang, Hui Xie, Juncheng Tao, Jin Wang, Zaili Yang
Published in: Frontiers in Marine Science, Issue 11, 2024, ISSN 2296-7745
Publisher: Frontiers Media SA
DOI: 10.3389/fmars.2024.1473367

Multi-scale collision risk estimation for maritime traffic in complex port waters

Author(s): Xuri Xin, Kezhong Liu, Sean Loughney, Jin Wang, Huanhuan Li, Nduka Ekere, Zaili Yang
Published in: Reliability Engineering & System Safety, Issue 240, 2024, Page(s) 109554, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2023.109554

Incorporation of deficiency data into the analysis of the dependency and interdependency among the risk factors influencing port state control inspection

Author(s): Yuhong Wang, Fan Zhang, Zhisen Yang, Zaili Yang
Published in: Reliability Engineering & System Safety, 2021, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2020.107277

Multimode trajectory tracking control of Unmanned Surface Vehicles based on LSTM assisted Model Predictive Control

Author(s): Kunpeng Duan, Shanling Dong, Zhen Fan, Senlin Zhang, Yaqing Shu, Meiqin Liu
Published in: Ocean Engineering, Issue 328, 2025, Page(s) 121015, ISSN 0029-8018
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.oceaneng.2025.121015

Risk analysis of cargo theft from freight supply chains using a data-drivenBayesian network

Author(s): Xinrui Liang, Shiqi Fan, John Lucy, Zaili Yang
Published in: Reliability Engineering & System Safety, 2022, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2022.108702

A BN driven FMEA approach to assess maritime cybersecurity risks

Author(s): Changki Park, Christos Kontovas, Zaili Yang, Chia-Hsun Chang
Published in: Ocean & Coastal Management, 2023, ISSN 0964-5691
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ocecoaman.2023.106480

Decarbonisation of shipping: A state of the art survey for 2000–2020

Author(s): Abbie Romano, Zaili Yang
Published in: Ocean & Coastal Management, 2021, ISSN 0964-5691
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ocecoaman.2021.105936

Dynamic optimization of emergency resource scheduling in a large-scale maritime oil spill accident

Author(s): Lingye Zhang, Jing Lu, Zaili Yang
Published in: Computers & Industrial Engineering, 2021, ISSN 0360-8352
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.cie.2020.107028

Maritime traffic clustering to capture high-risk multi-ship encounters in complex waters

Author(s): Xuri Xin; Kezhong Liu; Sean Loughney; Jin Wang; Zaili Yang
Published in: Reliability Engineering & System Safety, 2023, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2022.108936

Collaborative Optimization of Container Liner Slot Allocation and Empty Container Repositioning Based on Online Booking Platform

Author(s): Wenmin Wang, Zaili Yang, Cuijie Diao, Zhihong Jin
Published in: Applied Sciences, Issue 14, 2024, Page(s) 11092, ISSN 2076-3417
Publisher: MDPI AG
DOI: 10.3390/app142311092

Developing robust traffic navigation scenarios for autonomous ship testing: an integrated approach to scenario extraction, characterization, and sampling in complex waters

Author(s): Xuri Xin, Kezhong Liu, Yuerong Yu, Zaili Yang
Published in: Transportation Research Part C: Emerging Technologies, Issue 178, 2025, Page(s) 105246, ISSN 0968-090X
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2025.105246

Exploring seafarers’ emotional responses to emergencies: An empirical study using a shiphandling simulator

Author(s): Kun Shi, Jinxian Weng, Shiqi Fan, Zaili Yang, Haifeng Ding
Published in: Ocean & Coastal Management, 2023, ISSN 0964-5691
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ocecoaman.2023.106736

Seafarer competency analysis: Data-driven model in restricted waters using Bayesian networks

Author(s): Kun Shi, Shiqi Fan, Jinxian Weng, Zaili Yang
Published in: Ocean Engineering, Issue 311, 2024, Page(s) 119001, ISSN 0029-8018
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.oceaneng.2024.119001

A novel data-driven method of ship collision risk evolution evaluation during real encounter situations

Author(s): Jiongjiong Liu, Jinfen Zhang, Zaili Yang, Chengpeng Wan, Mingyang Zhang
Published in: Reliability Engineering & System Safety, Issue 249, 2024, Page(s) 110228, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2024.110228

Incorporation of Deep Kernel Convolution into Density Clustering for Shipping AIS Data Denoising and Reconstruction

Author(s): Zaili Yang; Huanhuan Li; Xujie Ren; Jufu Zhang
Published in: Journal of Maritime Science and Engineering, 2023, ISSN 2077-1312
Publisher: MDPI
DOI: 10.3390/jmse10091319

The impact of marine engine noise exposure on seafarer fatigue: A China case

Author(s): Renda Cui, Zhengjiang Liu, Xinjian Wang, Zaili Yang, Shiqi Fan, Yaqing Shu
Published in: Ocean Engineering, 2022, ISSN 0029-8018
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.oceaneng.2022.112943

Risk evolution analysis of ship pilotage operation by an integrated model of FRAM and DBN

Author(s): Yunlong Guo, Yongxing Jin, Shenping Hu, Zaili Yang, Yongtao Xi, Bing Han
Published in: Reliability Engineering & System Safety, 2023, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2022.108850

Evaluating recovery strategies for the disruptions in liner shipping networks: a resilience approach

Author(s): Chengpeng Wan, Jiale Tao, Zaili Yang, Di Zhang
Published in: The International Journal of Logistics Management, 2021, ISSN 0957-4093
Publisher: Emerald Group Publishing Ltd.
DOI: 10.1108/ijlm-05-2021-0263

Dynamic evolution of maritime accidents: Comparative analysis through data-driven Bayesian Networks

Author(s): Huanhuan Li, Kaiwen Zhou, Chao Zhang, Musa Bashir, Zaili Yang
Published in: Ocean Engineering, Issue 303, 2024, Page(s) 117736, ISSN 0029-8018
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.oceaneng.2024.117736

Applications, Evolutions, and Challenges of Drones in Maritime Transport

Author(s): Jingbo Wang, Kaiwen Zhou, Wenbin Xing, Huanhuan Li, Zaili Yang
Published in: Journal of Marine Science and Engineering, Issue 11, 2023, Page(s) 2056, ISSN 2077-1312
Publisher: MDPI AG
DOI: 10.3390/jmse11112056

Optimal scheduling of emergency resources for major maritime oil spills considering time-varying demand and transportation networks

Author(s): Lingye Zhang, Jing Lu, Zaili Yang
Published in: European Journal of Operational Research, 2021, ISSN 0377-2217
Publisher: Elsevier BV
DOI: 10.1016/j.ejor.2020.12.040

Navigating Uncertainty: A Novel Framework for Assessing Barriers to Blockchain Adoption in Freeport Operations

Author(s): Xinrui Liang, Shiqi Fan, Huanhuan Li, Giles Jones, Zaili Yang
Published in: Journal of Marine Science and Engineering, Issue 13, 2025, Page(s) 249, ISSN 2077-1312
Publisher: MDPI AG
DOI: 10.3390/jmse13020249

Causation analysis of ship collisions using a TM-FRAM model

Author(s): Yuhong Wang, Pengchang Li, Cheng Hong, Zaili Yang
Published in: Reliability Engineering & System Safety, Issue 260, 2025, Page(s) 111035, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2025.111035

Quantitative sustainability assessment of freeports: Hybrid model evidence from the UK

Author(s): Xinrui Liang, Shiqi Fan, John Lucy, Jihong Chen, Jonathan Coleman, Yan Li, Zhuohua Qu, Huanhuan Li, Zaili Yang
Published in: Journal of Cleaner Production, Issue 487, 2025, Page(s) 144521, ISSN 0959-6526
Publisher: Elsevier BV
DOI: 10.1016/j.jclepro.2024.144521

Safety and security co-analysis in transport systems: Current state and regulatory development

Author(s): Zaili Yang; Shiqi Fan
Published in: Transportation Research Part A, 2022, ISSN 0965-8564
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.tra.2022.11.005

Risk assessment of maritime supply chains within the context of the Maritime Silk Road

Author(s): Meizhi Jiang, Yueling Liu, Jing Lu, Zhuohua Qu, Zaili Yang
Published in: Ocean & Coastal Management, 2023, ISSN 0964-5691
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ocecoaman.2022.106380

Shipping accident analysis in restricted waters: Lesson from the Suez Canal blockage in 2021

Author(s): Shiqi Fan, Zaili Yang, Jin Wang, John Marsland
Published in: Ocean Engineering, 2022, ISSN 0029-8018
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.oceaneng.2022.113119

Risk assessment of the operations of maritime autonomous surface ships

Author(s): Chia-Hsun Chang, Christos Kontovas, Qing Yu, Zaili Yang
Published in: Reliability Engineering & System Safety, 2021, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2020.107324

Multi-factor influence-based ship trajectory prediction analysis via deep learning

Author(s): Hang Jiao, Huanhuan Li, Jasmine Siu Lee Lam, Xiaowei Gao, Zaili Yang
Published in: Journal of Marine Engineering & Technology, Issue 1, 2025, Page(s) 1-19, ISSN 2046-4177
Publisher: Informa UK Limited
DOI: 10.1080/20464177.2025.2498815

Climate change research on transportation systems: Climate risks, adaptation and planning

Author(s): Tianni Wang, Zhuohua Qu, Zaili Yang, Timothy Nichol, Geoff Clarke, Ying-En Ge
Published in: Transportation Research Part D: Transport and Environment, 2020, ISSN 1361-9209
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.trd.2020.102553

Research in marine accidents: A bibliometric analysis, systematic review and future directions

Author(s): Yuhao Cao, Xinjian Wang, Zaili Yang, Jin Wang, Huanxin Wang, Zhengjiang Liu
Published in: Ocean Engineering, 2023, ISSN 0029-8018
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.oceaneng.2023.115048

Graph-based ship traffic partitioning for intelligent maritime surveillance in complex port waters

Author(s): Xuri Xin, Kezhong Liu, Sean Loughney, Jin Wang, Huanhuan Li, Zaili Yang
Published in: Expert Systems with Applications, 2023, ISSN 0957-4174
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2023.120825

Incorporation of adaptive compression into a GPU parallel computing framework for analyzing large-scale vessel trajectories

Author(s): Yan Li, Huanhuan Li, Chao Zhang, Yunfeng Zhao, Zaili Yang
Published in: Transportation Research Part C: Emerging Technologies, Issue 163, 2024, Page(s) 104648, ISSN 0968-090X
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2024.104648

A spatial-temporal data mining method for the extraction of vessel traffic patterns using AIS data

Author(s): Jiaxuan Yang, Xingpei Bian, Yuhao Qi, Xinjian Wang, Zaili Yang, Jiaguo Liu
Published in: Ocean Engineering, Issue 293, 2024, Page(s) 116454, ISSN 0029-8018
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.oceaneng.2023.116454

A probabilistic risk approach for the collision detection of multi-ships under spatiotemporal movement uncertainty

Author(s): Xuri Xin, Kezhong Liu, Zaili Yang, Jinfen Zhang, Xiaolie Wu
Published in: Reliability Engineering & System Safety, 2021, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2021.107772

Analysis of the impact of climate-driven extreme weather events (EWEs) on the UK train delays: A data-driven BN approach

Author(s): Leila Kamalian, Huanhuan Li, Mark Ching-Pong Poo, Ana Bras, Adolf K.Y. Ng, Zaili Yang
Published in: Reliability Engineering & System Safety, Issue 262, 2025, Page(s) 111189, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2025.111189

Data-driven Bayesian network for risk analysis of global maritime accidents

Author(s): Huanhuan Li; Xujie Ren; Zaili Yang
Published in: Reliability Engineering & System Safety, 2023, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2022.108938

Collision avoidance decision-making for stand-on ships through inference of give-way ship intention in complex encounters

Author(s): Lei Zhang, Tuowei Chen, Zaili Yang, Lei Du, Langxiong Gan, Xiaobin Li
Published in: Ocean Engineering, Issue 337, 2025, Page(s) 121923, ISSN 0029-8018
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.oceaneng.2025.121923

Incorporation of a global perspective into data-driven analysis of maritime collision accident risk

Author(s): Huanhuan Li, Cihad Çelik, Musa Bashir, Lu Zou, Zaili Yang
Published in: Reliability Engineering & System Safety, Issue 249, 2024, Page(s) 110187, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2024.110187

Assessing the impact of Arctic shipping routes on the global container shipping network’s connectivity

Author(s): Mark Ching-Pong Poo, Zaili Yang, Yui-yip Lau, Pisit Jarumaneeroj
Published in: Polar Geography, Issue 47, 2024, Page(s) 219-239, ISSN 1088-937X
Publisher: V.H. Winston and Sons, Inc.
DOI: 10.1080/1088937x.2024.2399775

Incorporation of seafarer psychological factors into maritime safety assessment

Author(s): Shiqi Fan; Eduardo Blanco-Davis; Stephen Fairclough; Jinfen Zhang; Xinping Yan; Jin Wang; Zaili Yang
Published in: Ocean & Coastal Management, 2023, ISSN 0964-5691
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ocecoaman.2023.106515

AIS data-driven ship trajectory prediction modelling and analysis based on machine learning and deep learning methods

Author(s): Huanhuan Li, Hang Jiao, Zaili Yang
Published in: Transportation Research Part E, 2023, ISSN 1366-5545
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.tre.2023.103152

Incorporation of energy-consumption optimization into multi-objective and robust port multi-equipment integrated scheduling

Author(s): Lei Cai, Wenfeng Li, Huanhuan Li, Bo Zhou, Lijun He, Wenjing Guo, Zaili Yang
Published in: Transportation Research Part C: Emerging Technologies, Issue 166, 2024, Page(s) 104755, ISSN 0968-090X
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2024.104755

Collision avoidance for autonomous ship using deep reinforcement learning and prior-knowledge-based approximate representation

Author(s): Chengbo Wang, Xinyu Zhang, Zaili Yang, Musa Bashir, Kwangil Lee
Published in: Frontiers in Marine Science, 2023, ISSN 2296-7745
Publisher: Frontiers Media S.A
DOI: 10.3389/fmars.2022.1084763

A trustable architecture over blockchain to facilitate maritime administration for MASS systems

Author(s): Yang Wang, Peng Chen, Bing Wu, Chengpeng Wan, Zaili Yang
Published in: Reliability Engineering & System Safety, 2022, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2021.108246

Learning High-Order Features for Fine-Grained Visual Categorization with Causal Inference

Author(s): Yuhang Zhang, Yuan Wan, Jiahui Hao, Zaili Yang, Huanhuan Li
Published in: Mathematics, Issue 13, 2025, Page(s) 1340, ISSN 2227-7390
Publisher: MDPI AG
DOI: 10.3390/math13081340

Climate Change Risk Indicators (CCRI) for seaports in the United Kingdom

Author(s): Mark Ching-Pong Poo, Zaili Yang, Delia Dimitriu, Zhuohua Qu, Zhihong Jin, Xuehao Feng
Published in: Ocean & Coastal Management, 2021, ISSN 0964-5691
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ocecoaman.2021.105580

A framework for the optimal deployment of police drones based on street-level crime risk

Author(s): Huanfa Chen, Xiaowei Gao, Huanhuan Li, Zaili Yang
Published in: Applied Geography, Issue 162, 2024, Page(s) 103178, ISSN 0143-6228
Publisher: Elsevier BV
DOI: 10.1016/j.apgeog.2023.103178

Maritime occupational accidents analysis: A data-driven Bayesian network approach

Author(s): Jilong Yu, Jian Zhao, Xinjian Wang, Yuhao Cao
Published in: Ocean & Coastal Management, Issue 269, 2025, Page(s) 107785, ISSN 0964-5691
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ocecoaman.2025.107785

Optimising the resilience of shipping networks to climate vulnerability

Author(s): Mark Ching-Pong Poo, Zaili Yang
Published in: Maritime Policy & Management, 2022, ISSN 0308-8839
Publisher: Taylor & Francis
DOI: 10.1080/03088839.2022.2094488

Shore power for reduction of shipping emission in port: A bibliometric analysis

Author(s): Jinggai Wang, Huanhuan Li, Zaili Yang, Ying-En Ge
Published in: Transportation Research Part E: Logistics and Transportation Review, Issue 188, 2024, Page(s) 103639, ISSN 1366-5545
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.tre.2024.103639

A quantitative study of the factors influencing human evacuation from ships

Author(s): Siming Fang, Zhengjiang Liu, Xihan Yang, Xinjian Wang, Jin Wang, Zaili Yang
Published in: Ocean Engineering, 2023, ISSN 0029-8018
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.oceaneng.2023.115156

Maritime cybersecurity: are onboard systems ready?

Author(s): Kamlesh Kanwal, Wenming Shi, Christos Kontovas, Zaili Yang, Chia-Hsun Chang
Published in: Maritime Policy & Management, 2022, ISSN 0308-8839
Publisher: Taylor & Francis
DOI: 10.1080/03088839.2022.2124464

Adapting to the Impacts Posed by Climate Change: Applying the Climate Change Risk Indicator (CCRI) Framework in a Multi-Modal Transport System

Author(s): Tianni Wang, Mark Ching-Pong Poo, Adolf K. Y. Ng, Zaili Yang
Published in: Sustainability, 2023, ISSN 2071-1050
Publisher: MDPI Open Access Publishing
DOI: 10.3390/su15108190

Multi-stage and multi-topology analysis of ship traffic complexity for probabilistic collision detection

Author(s): Xuri Xin, Zaili Yang, Kezhong Liu, Jinfen Zhang, Xiaolie Wu
Published in: Expert Systems with Applications, 2023, ISSN 0957-4174
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.eswa.2022.118890

Geometrical risk evaluation of the collisions between ships and offshore installations using rule-based Bayesian reasoning

Author(s): Qing Yu, Kezhong Liu, Zhisen Yang, Hongbo Wang, Zaili Yang
Published in: Reliability Engineering & System Safety, 2021, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2021.107474

Enhancing maritime transportation security: A data‐driven Bayesian network analysis of terrorist attack risks

Author(s): Massoud Mohsendokht, Huanhuan Li, Christos Kontovas, Chia‐Hsun Chang, Zhuohua Qu, Zaili Yang
Published in: Risk Analysis, Issue 45, 2025, Page(s) 283-306, ISSN 0272-4332
Publisher: Blackwell Publishing Inc.
DOI: 10.1111/risa.15750

Decoding dependencies among the risk factors influencing maritime cybersecurity: Lessons learned from historical incidents in the past two decades

Author(s): Massoud Mohsendokht, Huanhuan Li, Christos Kontovas, Chia-Hsun Chang, Zhuohua Qu, Zaili Yang
Published in: Ocean Engineering, Issue 312, 2024, Page(s) 119078, ISSN 0029-8018
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.oceaneng.2024.119078

Assessing the Connectivity Reliability of a Maritime Transport Network: A Case of Imported Crude Oil in China

Author(s): Jiashi Wang, Xinjian Wang, Yinwei Feng, Yuhao Cao, Zicheng Guo, Zhengjiang Liu
Published in: Journal of Marine Science and Engineering, Issue 11, 2025, Page(s) 1597, ISSN 2077-1312
Publisher: MDPI AG
DOI: 10.3390/jmse11081597

Incorporation of AIS data-based machine learning into unsupervised route planning for maritime autonomous surface ships

Author(s): Huanhuan Li, Zaili Yang
Published in: Transportation Research Part E, 2023, ISSN 1366-5545
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.tre.2023.103171

Analysis of factors affecting the severity of marine accidents using a data-driven Bayesian network

Author(s): Yuhao Cao, Xinjian Wang, Yihang Wang, Shiqi Fan, Huanxin Wang, Zaili Yang, Zhengjiang Liu, Jin Wang, Runjie Shi
Published in: Ocean Engineering, 2023, ISSN 0029-8018
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.oceaneng.2022.113563

Towards objective human performance measurement for maritime safety: A new psychophysiological data-driven machine learning method

Author(s): Shiqi Fan, Zaili Yang
Published in: Reliability Engineering & System Safety, 2023, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2023.109103

A data-driven risk model for maritime casualty analysis: A global perspective

Author(s): Kaiwen Zhou, Wenbin Xing, Jingbo Wang, Huanhuan Li, Zaili Yang
Published in: Reliability Engineering & System Safety, Issue 244, 2024, Page(s) 109925, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2023.109925

Maritime traffic partitioning: An adaptive semi-supervised spectral regularization approach for leveraging multi-graph evolutionary traffic interactions

Author(s): Xuri Xin, Kezhong Liu, Huanhuan Li, Zaili Yang
Published in: Transportation Research Part C: Emerging Technologies, Issue 164, 2024, Page(s) 104670, ISSN 0968-090X
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2024.104670

Analysing seafarer competencies in a dynamic human-machine system

Author(s): Shiqi Fan, Zaili Yang
Published in: Ocean & Coastal Management, 2023, ISSN 0964-5691
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.ocecoaman.2023.106662

Numerical analysis and staircase layout optimisation for a Ro-Ro passenger ship during emergency evacuation

Author(s): Xinjian Wang, Zhengjiang Liu, Sean Loughney, Zaili Yang, Yanfu Wang, Jin Wang
Published in: Reliability Engineering & System Safety, 2022, ISSN 0951-8320
Publisher: Elsevier BV
DOI: 10.1016/j.ress.2021.108056

Systematic analysis of human factors in maritime transport

Author(s): Fan Shiqi, Yang Zaili
Published in: The 7th International Conference on Transport Information and Safety, 2023
Publisher: IEEE

Climate Resilience Indicator (CRI) framework for seaports

Author(s): Mark Ching-Pong Poo, Zaili Yang, Dimitriu Delia, Qu Zhuohua
Published in: International Association of Maritime Economics Annual Conference, 2021
Publisher: International Association of Maritime Economics

Vulnerability Analysis of Cruise Shipping in ASEAN Countries facing COVID-19

Author(s): Mark Ching-Pong Poo, Joseph Lau, Zaili Yang
Published in: The 14th International Conference of Asian Shipping and Logistics (ICASL) Conference, 2021
Publisher: International Conference of Asian Shipping and Logistics

Disaster data-driven climate change risk index for ports

Author(s): Mark Ching-Pong Poo, Zaili Yang, Leung Eric
Published in: International Association of Maritime Economics Annual Conference, 2022
Publisher: International Association of Maritime Economics

Maritime Autonomous Surface Ships (MASS): Current Regulations and Regulatory Challenges

Author(s): Chia-Hsun Chang, Christos Kontovas, Zaili Yang, S. Karamperidis, Shun-tai Ung, C.C. Lin
Published in: International Association of Maritime Economics Annual Conference, 2022
Publisher: International Association of Maritime Economics

Network analysis for global shipping network under the influence of arctic shipping

Author(s): Mark Ching-Pong Poo, Joseph Lau, Zaili Yang,
Published in: The 26th International Conference of Hong Kong Society for Transportation Studies, 2022
Publisher: Hong Kong Society for Transportation Studies

Measures to control maritime cybersecurity risks: A Korean perspective

Author(s): Chang Ki Park, Christos Kontovas, Zaili Yang, Chia-Hsun Chang,
Published in: International Association of Maritime Economics Annual Conference, 2022
Publisher: International Association of Maritime Economics

AIS data-based machine learning for unsupervised route planning of maritime autonomous surface ships

Author(s): Huanhuan Li, Zaili Yang
Published in: The 8th International Symposium on Reliability Engineering and Risk Management (ISRERM), 2021
Publisher: University of Hannover

AIS data-based machine learning for unsupervised route planning of maritime autonomous surface ships

Author(s): Huanhuan Li, Zaili Yang
Published in: International Association of Maritime Economics Annual Conference, 2022
Publisher: International Association of Maritime Economics

Global food supply chain resilience assessment: A case in the United Kingdom

Author(s): Mark Ching-Pong Poo, Zaili Yang
Published in: 2021 6th International Conference on Transportation Information and Safety (ICTIS), 2021
Publisher: IEEE
DOI: 10.1109/ictis54573.2021.9798501

A neurophysiological data driven framework for assessing mental workload of seafarers

Author(s): Shiqi Fan and Zaili Yang
Published in: Trends in Maritime Technology and Engineering Volume 2, 2022, ISBN 9781003320289
Publisher: CRC Press
DOI: 10.1201/9781003320289

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