[HTML][HTML] Harnessing the power of Machine learning for AIS Data-Driven maritime Research: A comprehensive review

Y Yang, Y Liu, G Li, Z Zhang, Y Liu - Transportation research part E …, 2024 - Elsevier
Abstract Automatic Identification System (AIS) data holds immense research value in the
maritime industry because of its massive scale and the ability to reveal the spatial–temporal …

How big data enriches maritime research–a critical review of Automatic Identification System (AIS) data applications

D Yang, L Wu, S Wang, H Jia, KX Li - Transport reviews, 2019 - Taylor & Francis
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 …

Ports' technical and operational measures to reduce greenhouse gas emission and improve energy efficiency: A review

AS Alamoush, F Ballini, AI Ölçer - Marine Pollution Bulletin, 2020 - Elsevier
This study reviews and categorises ports' technical and operational measures to reduce
greenhouse gas emission and improve energy efficiency. Through a systematic review, both …

[HTML][HTML] A data mining method to extract traffic network for maritime transport management

Z Liu, H Gao, M Zhang, R Yan, J Liu - Ocean & Coastal Management, 2023 - Elsevier
Maritime traffic network is essential for navigation efficiency and safety of the maritime
transport system. This study proposes a framework for extracting maritime traffic network …

AIS in maritime research

M Svanberg, V Santén, A Hörteborn, H Holm… - Marine Policy, 2019 - Elsevier
Although not originally developed for research use, the Automatic Identification System (AIS)
enables its data to be used in research. The present paper provides a structured overview of …

[HTML][HTML] Energy efficiency in ship operations-exploring voyage decisions and decision-makers

RT Poulsen, M Viktorelius, H Varvne… - … Research Part D …, 2022 - Elsevier
To mitigate climate change due to international ship**, the International Maritime
Organization (IMO) requires shipowners and ship technical managers to improve the energy …

[HTML][HTML] The impact of ship** 4.0 on controlling ship** accidents: A systematic literature review

A Sepehri, HR Vandchali, AW Siddiqui, J Montewka - Ocean engineering, 2022 - Elsevier
Maritime ship**, with a significant role in global trade, confronts various accidents leading
to loss of lives, properties, and the environment. Ship** 4.0 technologies are scaling up to …

[HTML][HTML] Drone vs. bird detection: Deep learning algorithms and results from a grand challenge

A Coluccia, A Fascista, A Schumann, L Sommer… - Sensors, 2021 - mdpi.com
Adopting effective techniques to automatically detect and identify small drones is a very
compelling need for a number of different stakeholders in both the public and private …