Traffic pattern mining and forecasting technologies in maritime traffic service networks: A comprehensive survey
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 …
safety management. The data collected from the maritime traffic networks are essential for …
Ship classification based on ship behavior clustering from AIS data
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 …
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
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 …
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 …
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
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 …
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 …
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 …
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
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 …
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 …
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 …
of fishing fleets to deeper waters, threatening marine communities and ecosystems. The …