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Maritime big data mining, Intelligent Transportation System, Autonomous navigation, Risk analysis, Risk visualisation
United Kingdom

Activities

Employment (1)

Liverpool John Moores University: Liverpool, GB

Senior Research Fellow
Employment
Source: Self-asserted source
Huanhuan Li

Works (44)

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

Risk Analysis
2025-02 | Journal article
Contributors: Massoud Mohsendokht; Huanhuan Li; Christos Kontovas; Chia‐Hsun Chang; Zhuohua Qu; Zaili Yang
Source: check_circle
Crossref

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

Journal of Cleaner Production
2025-01 | Journal article
Contributors: Xinrui Liang; Shiqi Fan; John Lucy; Jihong Chen; Jonathan Coleman; Yan Li; Zhuohua Qu; Huanhuan Li; Zaili Yang
Source: check_circle
Crossref

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

Journal of Marine Science and Engineering
2025-01-28 | Journal article
Contributors: Xinrui Liang; Shiqi Fan; Huanhuan Li; Giles Jones; Zaili Yang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Incorporation of Histogram Intersection and Semantic Information into Non-Negative Local Laplacian Sparse Coding for Image Classification

Mathematics
2025-01-10 | Journal article
Contributors: Ying Shi; Yuan Wan; Xinjian Wang; Huanhuan Li
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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

Ocean Engineering
2024-11 | Journal article
Contributors: Massoud Mohsendokht; Huanhuan Li; Christos Kontovas; Chia-Hsun Chang; Zhuohua Qu; Zaili Yang
Source: check_circle
Crossref

Benchmarking feed-forward randomized neural networks for vessel trajectory prediction

Computers and Electrical Engineering
2024-10 | Journal article
Contributors: Ruke Cheng; Maohan Liang; Huanhuan Li; Kum Fai Yuen
Source: check_circle
Crossref

COLERGs-constrained safe reinforcement learning for realising MASS's risk-informed collision avoidance decision making

Knowledge-Based Systems
2024-09 | Journal article
Contributors: Chengbo Wang; Xinyu Zhang; Hongbo Gao; Musa Bashir; Huanhuan Li; Zaili Yang
Source: check_circle
Crossref

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

Reliability Engineering & System Safety
2024-09 | Journal article
Contributors: Huanhuan Li; Cihad Çelik; Musa Bashir; Lu Zou; Zaili Yang
Source: check_circle
Crossref

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

Transportation Research Part C: Emerging Technologies
2024-09 | Journal article
Contributors: Lei Cai; Wenfeng Li; Huanhuan Li; Bo Zhou; Lijun He; Wenjing Guo; Zaili Yang
Source: check_circle
Crossref

A novel method for ship carbon emissions prediction under the influence of emergency events

Transportation Research Part C: Emerging Technologies
2024-08 | Journal article
Contributors: Yinwei Feng; Xinjian Wang; Jianlin Luan; Hua Wang; Haijiang Li; Huanhuan Li; Zhengjiang Liu; Zaili Yang
Source: check_circle
Crossref

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

Ocean Engineering
2024-07 | Journal article
Contributors: Huanhuan Li; Kaiwen Zhou; Chao Zhang; Musa Bashir; Zaili Yang
Source: check_circle
Crossref

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

Transportation Research Part C: Emerging Technologies
2024-07 | Journal article
Contributors: Xuri Xin; Kezhong Liu; Huanhuan Li; Zaili Yang
Source: check_circle
Crossref

Optimizing anti-collision strategy for MASS: A safe reinforcement learning approach to improve maritime traffic safety

Ocean & Coastal Management
2024-07 | Journal article
Contributors: Chengbo Wang; Xinyu Zhang; Hongbo Gao; Musa Bashir; Huanhuan Li; Zaili Yang
Source: check_circle
Crossref

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

Transportation Research Part C: Emerging Technologies
2024-06 | Journal article
Contributors: Yan Li; Huanhuan Li; Chao Zhang; Yunfeng Zhao; Zaili Yang
Source: check_circle
Crossref

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

Reliability Engineering & System Safety
2024-04 | Journal article
Contributors: Kaiwen Zhou; Wenbin Xing; Jingbo Wang; Huanhuan Li; Zaili Yang
Source: check_circle
Crossref

PiracyAnalyzer: Spatial temporal patterns analysis of global piracy incidents

Reliability Engineering & System Safety
2024-03 | Journal article
Contributors: Maohan Liang; Huanhuan Li; Ryan Wen Liu; Jasmine Siu Lee Lam; Zaili Yang
Source: check_circle
Crossref

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

Applied Geography
2024-01 | Journal article
Contributors: Huanfa Chen; Xiaowei Gao; Huanhuan Li; Zaili Yang
Source: check_circle
Crossref

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

Transportation Research Part E: Logistics and Transportation Review
2024-01 | Journal article
Contributors: Huanhuan Li; Wenbin Xing; Hang Jiao; Zaili Yang; Yan Li
Source: check_circle
Crossref

Robust multi-equipment scheduling for U-shaped container terminals concerning double-cycling mode and uncertain operation time with cascade effects

Transportation Research Part C: Emerging Technologies
2024-01 | Journal article
Contributors: Lei Cai; Wenfeng Li; Bo Zhou; Huanhuan Li; Zaili Yang
Source: check_circle
Crossref

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

Reliability Engineering & System Safety
2023-12 | Journal article | Author
Part of ISSN: 0951-8320
Contributors: Xuri Xin; Kezhong Liu; Sean Loughney; Jin Wang; Huanhuan Li; Professor Nduka Nnamdi Ekere; zaili yang
Source: Self-asserted source
Huanhuan Li
grade
Preferred source (of 2)‎

Deep learning-powered vessel traffic flow prediction with spatial-temporal attributes and similarity grouping

Engineering Applications of Artificial Intelligence
2023-11 | Journal article
Contributors: Yan Li; Maohan Liang; Huanhuan Li; Zaili Yang; Liang Du; Zhongshuo Chen
Source: check_circle
Crossref

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

Expert Systems with Applications
2023-11 | Journal article | Author
Part of ISSN: 0957-4174
Contributors: xuri xin; Kezhong Liu; Sean Loughney; Jin Wang; Huanhuan Li; zaili yang
Source: Self-asserted source
Huanhuan Li
grade
Preferred source (of 2)‎

Ship trajectory prediction based on machine learning and deep learning: A systematic review and methods analysis

Engineering Applications of Artificial Intelligence
2023-11 | Journal article
Contributors: Huanhuan Li; Hang Jiao; Zaili Yang
Source: check_circle
Crossref

A hierarchical methodology for vessel traffic flow prediction using Bayesian tensor decomposition and similarity grouping

Ocean Engineering
2023-10 | Journal article
Contributors: Wenbin Xing; Jingbo Wang; Kaiwen Zhou; Huanhuan Li; Yan Li; Zaili Yang
Source: check_circle
Crossref

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

Reliability Engineering & System Safety
2023-10 | Journal article
Part of ISSN: 0951-8320
Contributors: Huanhuan Li; Zaili Yang
Source: Self-asserted source
Huanhuan Li

Applications, Evolutions, and Challenges of Drones in Maritime Transport

Journal of Marine Science and Engineering
2023-10-27 | Journal article
Contributors: Jingbo Wang; Kaiwen Zhou; Wenbin Xing; Huanhuan Li; Zaili Yang
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

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

Transportation Research Part E: Logistics and Transportation Review
2023-08 | Journal article
Part of ISSN: 1366-5545
Contributors: Huanhuan Li; Zaili Yang
Source: Self-asserted source
Huanhuan Li

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

Transportation Research Part E: Logistics and Transportation Review
2023-07 | Journal article
Part of ISSN: 1366-5545
Contributors: Huanhuan Li; Hang Jiao; Zaili Yang
Source: Self-asserted source
Huanhuan Li

A two-phase filtering of discriminative shapelets learning for time series classification

Applied Intelligence
2023-06 | Journal article
Part of ISSN: 0924-669X
Part of ISSN: 1573-7497
Contributors: Chen Li; Yuan Wan; Wenjing Zhang; Huanhuan Li
Source: Self-asserted source
Huanhuan Li

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

Reliability Engineering & System Safety
2023-02 | Journal article | Author
Part of ISSN: 0951-8320
Contributors: Huanhuan Li; xujie ren; zaili yang
Source: Self-asserted source
Huanhuan Li
grade
Preferred source (of 2)‎

Fine-Grained Vessel Traffic Flow Prediction With a Spatio-Temporal Multigraph Convolutional Network

IEEE Transactions on Intelligent Transportation Systems
2022-12 | Journal article
Contributors: Maohan Liang; Ryan Wen Liu; Yang Zhan; Huanhuan Li; Fenghua Zhu; Fei-Yue Wang
Source: check_circle
Crossref

Unsupervised hierarchical methodology of maritime traffic pattern extraction for knowledge discovery

Transportation Research Part C: Emerging Technologies
2022-10 | Journal article | Author
Part of ISSN: 0968-090X
Contributors: Huanhuan Li; Jasmine Siu Lee Lam; Zaili Yang; Jingxian Liu; Ryan Wen Liu; Maohan Liang; Yan Li
Source: Self-asserted source
Huanhuan Li
grade
Preferred source (of 2)‎

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

Journal of Marine Science and Engineering
2022-09 | Journal article | Author
Contributors: Jufu Zhang; xujie ren; Huanhuan Li; Zaili Yang
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 2)‎

Adaptively constrained dynamic time warping for time series classification and clustering

Information Sciences
2020-09 | Journal article
Source: Self-asserted source
Huanhuan Li
grade
Preferred source (of 2)‎

Numerical calculation and simulation study of squat on very large ship

Proceedings of the International Offshore and Polar Engineering Conference
2019 | Conference paper
EID:

2-s2.0-85079799257

Contributors: Yang, X.; Liu, J.; Li, H.; Wu, W.; Gao, G.
Source: Self-asserted source
Huanhuan Li via Scopus - Elsevier

Study on Measurement of Vessel Traffic Flow Inhomogeneity Based on Discrepancy of Point Sets,基于点集偏差的船舶交通流不均匀性度量研究

Wuhan Ligong Daxue Xuebao (Jiaotong Kexue Yu Gongcheng Ban)/Journal of Wuhan University of Technology (Transportation Science and Engineering)
2019 | Journal article
EID:

2-s2.0-85070822793

Contributors: Hu, Y.; Liu, J.; Liu, Y.; Li, H.; Liu, Z.
Source: Self-asserted source
Huanhuan Li via Scopus - Elsevier

Adaptive Douglas-Peucker Algorithm With Automatic Thresholding for AIS-Based Vessel Trajectory Compression

IEEE Access
2019-10-14 | Journal article
Part of ISSN: 2169-3536
Source: Self-asserted source
Huanhuan Li
grade
Preferred source (of 2)‎

PCA-based hierarchical clustering of AIS trajectories with automatic extraction of clusters

2018 IEEE 3rd International Conference on Big Data Analysis, ICBDA 2018
2018 | Conference paper
EID:

2-s2.0-85048494890

Contributors: Cao, J.; Liang, M.; Li, Y.; Chen, J.; Li, H.; Liu, R.W.; Liu, J.
Source: Self-asserted source
Huanhuan Li via Scopus - Elsevier

Spatio-Temporal Vessel Trajectory Clustering Based on Data Mapping and Density

IEEE Access
2018 | Journal article
Part of ISSN: 2169-3536
Source: Self-asserted source
Huanhuan Li
grade
Preferred source (of 2)‎

Dynamic speed control model for very large ship in restricted waters

Proceedings of the International Offshore and Polar Engineering Conference
2017 | Conference paper
EID:

2-s2.0-85038888733

Contributors: Li, H.; Liu, J.; Liu, R.W.
Source: Self-asserted source
Huanhuan Li via Scopus - Elsevier

Statistical analysis of massive AIS trajectories using Gaussian mixture models

Proceedings - 2017 2nd International Conference on Multimedia and Image Processing, ICMIP 2017
2017 | Conference paper
EID:

2-s2.0-85046283486

Contributors: Hu, B.; Liu, R.W.; Wang, K.; Li, Y.; Liang, M.; Li, H.; Liu, J.
Source: Self-asserted source
Huanhuan Li via Scopus - Elsevier

A Dimensionality Reduction-Based Multi-Step Clustering Method for Robust Vessel Trajectory Analysis

Sensors
2017-08 | Journal article
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

Hierarchical and coupling model of factors influencing vessel traffic flow

PLOS ONE
2017-04-17 | Journal article
Part of ISSN: 1932-6203
Source: Self-asserted source
Huanhuan Li
grade
Preferred source (of 2)‎

Statistical Analysis of Massive AIS Trajectories Using Gaussian Mixture Models

2017 2nd International Conference on Multimedia and Image Processing (ICMIP)
2017-03 | Conference paper
Part of ISBN: 9781509059546
Source: Self-asserted source
Huanhuan Li

Peer review (54 reviews for 18 publications/grants)

Review activity for Applied intelligence. (1)
Review activity for Applied ocean research. (2)
Review activity for ASCE-ASME journal of risk and uncertainty in engineering systems. (1)
Review activity for Case studies on transport policy. (2)
Review activity for Computers & electrical engineering. (5)
Review activity for Engineering applications of artificial intelligence. (9)
Review activity for Expert systems with applications. (1)
Review activity for International journal of critical infrastructure protection. (3)
Review activity for International journal of naval architecture and ocean engineering. (5)
Review activity for Journal of cleaner production. (1)
Review activity for Maritime transport research. (1)
Review activity for Nature communications (1)
Review activity for Ocean and coastal management. (2)
Review activity for Ocean engineering. (5)
Review activity for Reliability engineering & systems safety. (3)
Review activity for Sustainable futures. (2)
Review activity for Transportation research. (5)
Review activity for Transportation research. (5)