[HTML][HTML] Shipping route modelling of AIS maritime traffic data at the approach to ports

D Liu, H Rong, CG Soares - Ocean Engineering, 2023 - Elsevier
The complexity and diversity of ship traffic conditions have burdened maritime safety
because of the increasing maritime transportation, especially in the waters around busy …

Maritime traffic route detection framework based on statistical density analysis from AIS data using a clustering algorithm

JS Lee, HT Lee, IS Cho - IEEE Access, 2022 - ieeexplore.ieee.org
Maritime traffic routes by ships navigation vary according to country and geographic
characteristics, and they differ according to the characteristics of the ships. In ocean areas …

A maritime traffic route extraction method based on density-based spatial clustering of applications with noise for multi-dimensional data

C Huang, X Qi, J Zheng, R Zhu, J Shen - Ocean Engineering, 2023 - Elsevier
Maritime traffic route extraction is essential for analyzing dynamic ship navigational
information in vast sea areas. However, maritime traffic route extraction is still challenging …

A distributed spatial method for modeling maritime routes

D Zissis, K Chatzikokolakis, G Spiliopoulos… - IEEE …, 2020 - ieeexplore.ieee.org
In this work we propose a novel spatial knowledge discovery pipeline capable of
automatically unravelling the “roads of the sea” and maritime traffic patterns by analysing …

Envclus*: Extracting common pathways for effective vessel trajectory forecasting

N Zygouras, A Troupiotis-Kapeliaris, D Zissis - IEEE Access, 2024 - ieeexplore.ieee.org
The task of accurately forecasting the trajectory of a vessel, and in general a moving object
operating in free space until its destination remains an open challenge. This paper …

Big data-driven automatic generation of ship route planning in complex maritime environments

P Han, X Yang - Acta Oceanologica Sinica, 2020 - Springer
With the rapid development of the global economy, maritime transportation has become
much more convenient due to large capacities and low freight. However, this means the sea …

Generation and Application of Maritime Route Networks: Overview and Future Research Directions

L Huang, C Wan, Y Wen, R Song… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
The development of advanced ship positioning and intelligent sensing technologies has
transformed navigation at sea, moving beyond reliance on captains' experience and …

[HTML][HTML] Extracting the maritime traffic route in Korea based on probabilistic approach using automatic identification system big data

JS Lee, IS Cho - Applied Sciences, 2022 - mdpi.com
To protect the environment around the world, we are actively developing ecofriendly energy.
Offshore wind farm generation installed in the sea is extremely large among various …

A survey of distance-based vessel trajectory clustering: Data pre-processing, methodologies, applications, and experimental evaluation

M Liang, RW Liu, R Gao, Z Xiao, X Zhang… - arXiv preprint arXiv …, 2024 - arxiv.org
Vessel trajectory clustering, a crucial component of the maritime intelligent transportation
systems, provides valuable insights for applications such as anomaly detection and …

AIS trajectories simplification algorithm considering topographic information

W Lee, SW Cho - Sensors, 2022 - mdpi.com
With the development of maritime technology and equipment, most ships are equipped with
an automatic identification system (AIS) to store navigation information. Over time, the size of …