Dr Huanhuan Li

Journal article

Xin X, Liu K, Loughney S, Wang J, Li H, Ekere N, Yang Z. 2023. Multi-scale collision risk estimation for maritime traffic in complex port waters Reliability Engineering and System Safety, 240 DOI Publisher Url

Li Y, Liang M, Li H, Yang Z, Du L, Chen Z. 2023. Deep learning-powered vessel traffic flow prediction with spatial-temporal attributes and similarity grouping Engineering Applications of Artificial Intelligence, 126 DOI Publisher Url

Li H, Jiao H, Yang Z. 2023. Ship trajectory prediction based on machine learning and deep learning: A systematic review and methods analysis Engineering Applications of Artificial Intelligence, 126 DOI Publisher Url

Li H, Yang Z. 2023. Towards safe navigation environment: The imminent role of spatio-temporal pattern mining in maritime piracy incidents analysis Reliability Engineering and System Safety, 238 DOI Publisher Url

Xing W, Wang J, Zhou K, Li H, Li Y, Yang Z. 2023. A hierarchical methodology for vessel traffic flow prediction using Bayesian tensor decomposition and similarity grouping Ocean Engineering, 286 :115687-115687 DOI Publisher Url

Li H, Yang Z. 2023. Incorporation of AIS data-based machine learning into unsupervised route planning for maritime autonomous surface ships Transportation Research Part E: Logistics and Transportation Review, 176 DOI Publisher Url

Li H, Jiao H, Yang Z. 2023. 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, 175 DOI Publisher Url

Xin X, Liu K, Loughney S, Wang J, Li H, Yang Z. 2023. Graph-based ship traffic partitioning for intelligent maritime surveillance in complex port waters Expert Systems with Applications, 231 DOI Publisher Url Public Url

Li C, Wan Y, Zhang W, Li H. 2023. A two-phase filtering of discriminative shapelets learning for time series classification Applied Intelligence, 53 :13815-13833 DOI Publisher Url

Liang M, Liu RW, Zhan Y, Li H, Zhu F, Wang FY. 2022. Fine-Grained Vessel Traffic Flow Prediction With a Spatio-Temporal Multigraph Convolutional Network IEEE Transactions on Intelligent Transportation Systems, 23 :23694-23707 DOI Publisher Url

Li H, Ren X, Yang Z. 2022. Data-driven Bayesian network for risk analysis of global maritime accidents Reliability Engineering & System Safety, 230 DOI Publisher Url Public Url

Zhang J, Ren X, Li H, Yang Z. 2022. Incorporation of Deep Kernel Convolution into Density Clustering for Shipping AIS Data Denoising and Reconstruction Journal of Marine Science and Engineering, 10 :1319-1319 DOI Publisher Url Public Url

Li H, Lam JSL, Yang Z, Liu J, Liu RW, Liang M, Li Y. 2022. Unsupervised hierarchical methodology of maritime traffic pattern extraction for knowledge discovery Transportation Research Part C: Emerging Technologies, 143 :103856-103856 DOI Publisher Url Public Url

Wu W, Liu Z, Liu J, Li H. 2020. Calculation and Analysis of Sinkage on 400 000 t Ore Carrier in Restricted Waterways Wuhan Ligong Daxue Xuebao (Jiaotong Kexue Yu Gongcheng Ban)/Journal of Wuhan University of Technology (Transportation Science and Engineering), 44 :722-727 DOI

Li H, Liu J, Yang Z, Liu RW, Wu K, Wan Y. 2020. Adaptively constrained dynamic time warping for time series classification and clustering Information Sciences, 534 :97-116 DOI Author Url Publisher Url Public Url

Liu J, Li H, Yang Z, Wu K, Liu Y, Liu RW. 2019. Adaptive Douglas-Peucker Algorithm With Automatic Thresholding for AIS-Based Vessel Trajectory Compression IEEE Access, 7 :150677-150692 DOI Author Url Publisher Url Public Url

Hu Y, Liu J, Liu Y, Li H, Liu Z. 2019. Study on Measurement of Vessel Traffic Flow Inhomogeneity Based on Discrepancy of Point Sets Wuhan Ligong Daxue Xuebao (Jiaotong Kexue Yu Gongcheng Ban)/Journal of Wuhan University of Technology (Transportation Science and Engineering), 43 :511-516 DOI

Li H, Liu J, Wu K, Yang Z, Liu RW, Xiong N. 2018. Spatio-Temporal Vessel Trajectory Clustering Based on Data Mapping and Density IEEE Access, 6 :58939-58954 DOI Author Url Publisher Url Public Url

Li H, Liu J, Liu R, Xiong N, Wu K, Kim T-H. 2017. A Dimensionality Reduction-Based Multi-Step Clustering Method for Robust Vessel Trajectory Analysis Sensors, 17 DOI Author Url Publisher Url Public Url

Liu Z, Liu J, Li H, Li Z, Tan Z, Liu RW, Liu YI. 2017. Hierarchical and coupling model of factors influencing vessel traffic flow PLoS One, 12 DOI Author Url Publisher Url Public Url

Conference publication

Yang X, Liu J, Li H, Wu W, Gao G. 2019. Numerical calculation and simulation study of squat on very large ship Proceedings of the International Offshore and Polar Engineering Conference, 4 :4932-4939

Cao J, Liang M, Li Y, Chen J, Li H, Liu RW, Liu J. 2018. PCA-based hierarchical clustering of AIS trajectories with automatic extraction of clusters 2018 IEEE 3rd International Conference on Big Data Analysis, ICBDA 2018, :448-452 DOI Publisher Url

Hu B, Liu RW, Wang K, Li Y, Liang M, Li H, Liu J. 2017. Statistical Analysis of Massive AIS Trajectories Using Gaussian Mixture Models 2017 2ND INTERNATIONAL CONFERENCE ON MULTIMEDIA AND IMAGE PROCESSING (ICMIP), 2nd International Conference on Multimedia and Image Processing (ICMIP) :113-117 DOI Author Url Publisher Url

Li H, Liu J, Liu RW. 2017. Dynamic speed control model for very large ship in restricted waters Proceedings of the International Offshore and Polar Engineering Conference, :556-562