Zhao Liu

A quantitative method for the analysis of ship collision risk using AIS data

Zhao Liu, Boyuan Zhang, Mingyang Zhang et al. · Ocean Engineering · 2023 · 92 citations · Full text

Big Data Driven Vessel Trajectory and Navigating State Prediction With Adaptive Learning, Motion Modeling and Particle Filtering Techniques

Zhe Xiao, Xiuju Fu, Liye Zhang et al. · IEEE Transactions on Intelligent Transportation Systems · 2020 · 90 citations

Artificial Intelligence, Engineering, Machine Learning +25

AIS data-driven approach to estimate navigable capacity of busy waterways focusing on ships entering and leaving port

Cong Liu, Jingxian Liu, Xun Zhou et al. · Ocean Engineering · 2020 · 74 citations

Navigable Capacity, Engineering, Ship Maneuvering +11

A data mining method to extract traffic network for maritime transport management

Zhao Liu, Hairuo Gao, Mingyang Zhang et al. · Ocean & Coastal Management · 2023 · 61 citations · Full text

Quantitative analysis of the impact of COVID-19 on ship visiting behaviors to ports- A framework and a case study

Xinyu Wang, Zhao Liu, Ran Yan et al. · Ocean & Coastal Management · 2022 · 51 citations · Full text