[HTML][HTML] Ship trajectory prediction based on machine learning and deep learning: A systematic review and methods analysis
Ship trajectory prediction based on Automatic Identification System (AIS) data has attracted
increasing interest as it helps prevent collision accidents and eliminate potential …
increasing interest as it helps prevent collision accidents and eliminate potential …
Design of vessel data lakehouse with big data and AI analysis technology for vessel monitoring system
S Park, CS Yang, JW Kim - Electronics, 2023 - mdpi.com
The amount of data in the maritime domain is rapidly increasing due to the increase in
devices that can collect marine information, such as sensors, buoys, ships, and satellites …
devices that can collect marine information, such as sensors, buoys, ships, and satellites …
Extracting Mediterranean hidden fishing hotspots through big data mining
G Coro, L Pavirani, A Ellenbroek - IEEE Access, 2024 - ieeexplore.ieee.org
Monitoring fishing activity is crucial for fisheries management and governments to ensure
regulatory compliance and sustainable marine ecosystems. Analysing vessel movements …
regulatory compliance and sustainable marine ecosystems. Analysing vessel movements …
Trajectories prediction in multi-ship encounters: Utilizing graph convolutional neural networks with GRU and Self-Attention Mechanism
X Zeng, M Gao, A Zhang, J Zhu, Y Hu, P Chen… - Computers and …, 2024 - Elsevier
Multi-ship encounters are the essential prerequisite for collision accidents at sea, with the
result that the study of trajectories prediction in multi-ship encounters is of great significance …
result that the study of trajectories prediction in multi-ship encounters is of great significance …
Deep learning innovations in South Korean maritime navigation: Enhancing vessel trajectories prediction with AIS data
Predicting ship trajectories can effectively forecast navigation trends and enable the orderly
management of ships, which holds immense significance for maritime traffic safety. This …
management of ships, which holds immense significance for maritime traffic safety. This …
Monitoring and controlling marine activity using iot system
ML Talib, S Thanakodi, NM Noor… - Malaysian Journal of …, 2021 - adab.um.edu.my
Marine activities at sea are very popular with the people of the world. Various marine
activities such as swimming, boating, fishing and even shipping are often done on the coast …
activities such as swimming, boating, fishing and even shipping are often done on the coast …
Anomalous behavior detection of vessels based on shore-based radar data
L Xia, K Xu, J Jin, Z Shi, Z Wang… - … Conference on Control …, 2021 - ieeexplore.ieee.org
It is a consensus that anomalous behavior detection of marine vessels is critical for
improving navigation efficiency and ensuring navigation safety. However, most conventional …
improving navigation efficiency and ensuring navigation safety. However, most conventional …