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[HTML][HTML] Review of current regulations, available technologies, and future trends in the green ship** industry
This paper presents a comprehensive review of the current regulations and the various
technologies as well as the decision support methods for each technology the maritime …
technologies as well as the decision support methods for each technology the maritime …
[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 …
[HTML][HTML] AIS data-driven ship trajectory prediction modelling and analysis based on machine learning and deep learning methods
Maritime transport faces new safety challenges in an increasingly complex traffic
environment caused by large-scale and high-speed ships, particularly with the introduction …
environment caused by large-scale and high-speed ships, particularly with the introduction …
Deep learning-powered vessel trajectory prediction for improving smart traffic services in maritime Internet of Things
The maritime Internet of Things (IoT) has recently emerged as a revolutionary
communication paradigm where a large number of moving vessels are closely …
communication paradigm where a large number of moving vessels are closely …
Vessel trajectory prediction in maritime transportation: Current approaches and beyond
The growing availability of maritime IoT traffic data and continuous expansion of the
maritime traffic volume, serving as the driving fuel, propel the latest Artificial Intelligence (AI) …
maritime traffic volume, serving as the driving fuel, propel the latest Artificial Intelligence (AI) …
MFGTN: A multi-modal fast gated transformer for identifying single trawl marine fishing vessel
Y Gu, Z Hu, Y Zhao, J Liao, W Zhang - Ocean Engineering, 2024 - Elsevier
In order to achieve sustainable development of marine fishery resources, effective supervise
of trawl fishing during forbidden fishing period is of great significance. This paper addresses …
of trawl fishing during forbidden fishing period is of great significance. This paper addresses …
How big data enriches maritime research–a critical review of Automatic Identification System (AIS) data applications
The information-rich vessel movement data provided by the Automatic Identification System
(AIS) has gained much popularity over the past decade, during which the employment of …
(AIS) has gained much popularity over the past decade, during which the employment of …
[HTML][HTML] Deep bi-directional information-empowered ship trajectory prediction for maritime autonomous surface ships
It is critical to have accurate ship trajectory prediction for collision avoidance and intelligent
traffic management of manned ships and emerging Maritime Autonomous Surface Ships …
traffic management of manned ships and emerging Maritime Autonomous Surface Ships …
[HTML][HTML] An AIS-based deep learning framework for regional ship behavior prediction
This study presents a deep learning framework to support regional ship behavior prediction
using historical AIS data. The framework is meant to aid in proactive collision avoidance, in …
using historical AIS data. The framework is meant to aid in proactive collision avoidance, in …
Sensors and AI techniques for situational awareness in autonomous ships: A review
S Thombre, Z Zhao, H Ramm-Schmidt… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Autonomous ships are expected to improve the level of safety and efficiency in future
maritime navigation. Such vessels need perception for two purposes: to perform …
maritime navigation. Such vessels need perception for two purposes: to perform …