Traffic pattern mining and forecasting technologies in maritime traffic service networks: A comprehensive survey

Z Xiao, X Fu, L Zhang, RSM Goh - IEEE Transactions on …, 2019 - ieeexplore.ieee.org
Maritime traffic service networks and information systems play a vital role in maritime traffic
safety management. The data collected from the maritime traffic networks are essential for …

Ship classification based on ship behavior clustering from AIS data

Y Zhou, W Daamen, T Vellinga, SP Hoogendoorn - Ocean Engineering, 2019 - Elsevier
Since the introduction of the Automatic Identification System (AIS), AIS data has proven to be
a valuable source of ship behavior analysis using data mining. It records ship position …

[HTML][HTML] Impacts of wind and current on ship behavior in ports and waterways: A quantitative analysis based on AIS data

Y Zhou, W Daamen, T Vellinga, SP Hoogendoorn - Ocean Engineering, 2020 - Elsevier
In ports and waterways, the impacts of external navigational factors may lead to serious
incidents due to limited space for ship maneuvering. Using nautical traffic models, these …

Maritime traffic probabilistic forecasting based on vessels' waterway patterns and motion behaviors

Z Xiao, L Ponnambalam, X Fu… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Maritime traffic prediction is critical for ocean transportation safety management. In this
paper, we propose a novel knowledge assisted methodology for maritime traffic forecasting …

[HTML][HTML] Ship behavior during encounters in ports and waterways based on AIS data: From theoretical definitions to empirical findings

Y Zhou, W Daamen, T Vellinga, SP Hoogendoorn - Ocean Engineering, 2023 - Elsevier
Currently, the research on ship behavior during encounters focuses on evasive behavior
during specific situations with existing risks of collision. However, the preliminary selection of …

Anomalous behavior detection of marine vessels based on Hidden Markov Model

KF Toloue, MV Jahan - 2018 6th Iranian Joint Congress on …, 2018 - ieeexplore.ieee.org
In recent years, marine traffic has increased dramatically. Therefore, some vessels may
show abnormal behaviors which may indicate different dangers or threats, and also …

A method for identifying marine targets based on mining of multi-characteristic movement patterns

B Jiang, W Zhou, J Guan, J Jin - Computers and Electrical Engineering, 2021 - Elsevier
Currently, marine ship targets are often identified directly through sensing targets. As a
result, the potential value of massive spatiotemporal data has not been fully utilized …

[PDF][PDF] AIS data analysis for the impacts of wind and current on ship behavior in straight waterways

Y Zhou, W Daamen, T Vellinga… - Proceedings of the …, 2017 - pure.tudelft.nl
Due to the increasing ship traffic flow in ports, maritime traffic safety has attracted much
attention. In addition to traffic flow, the ship safety in restricted waters is influenced by …

Reliable Navigational Scene Perception for Autonomous Ships in Maritime Environment

X Chen - 2022 - discovery.ucl.ac.uk
Due to significant advances in robotics and transportation, research on autonomous ships
has attracted considerable attention. The most critical task is to make the ships capable of …

Towards an understanding of trawling impacts on Blanes and Palamós submarine canyons. Costa Brava, Spain

J Dordal Soriano, I Moreno Valle, M Selvaggi Mallorquí… - 2020 - digital.csic.es
The continuous over exploitation of marine resources has triggered a progressive expansion
of fishing fleets to deeper waters, threatening marine communities and ecosystems. The …