Exploration of machine learning methods for maritime risk predictions

S Knapp, M van de Velden - Maritime Policy & Management, 2024 - Taylor & Francis
Maritime applications such as targeting ships for inspections, improved domain awareness,
and dynamic risk exposure assessments for strategic planning all benefit from ship-specific …

[HTML][HTML] Predicting maritime accident risk using Automated Machine Learning

ZH Munim, MA Sørli, H Kim, I Alon - Reliability Engineering & System Safety, 2024 - Elsevier
Abstract Machine learning (ML), particularly, Automated machine learning (AutoML) offers a
range of possibilities for analysing large volumes of historical maritime accidents data with …

Vessel collision risk assessment using AIS data: A machine learning approach

A Tritsarolis, E Chondrodima, N Pelekis… - 2022 23rd IEEE …, 2022 - ieeexplore.ieee.org
The wide spread of Automatic Identification System (AIS) and tools based on it has
motivated several maritime analytics operations. One of the most critical operations for the …

[HTML][HTML] An Analysis of the Risks during Personnel Transfers between Units Operating on the Water

K Radwanski, G Rutkowski - Water, 2022 - mdpi.com
The purpose of this article is to analyse the risk related to the transfer of personnel between
units operating on the water. Although several regulations exist, there are still a high volume …

Identification of hazardous encounter scenarios using AIS data for collision avoidance system testing

S Guo, V Bolbot, AB Toroody… - Advances in the …, 2023 - taylorfrancis.com
The rise of artificial intelligence and advanced automation techniques have supported the
development of Maritime Autonomous Surface Ships (MASS). Countries and companies are …

Allision modelling in IWRAP Mk II–A verification and sensitivity study

A Hörteborn - Advances in the Collision and Grounding of Ships …, 2024 - taylorfrancis.com
Risk assessment is important both while planning to build new infrastructure and for
maintenance of existing structures. The probability of ship-structure allisions could be …

Risk Assessment of Water Transport Enterprises by Modeling Direct and Indirect Threats

S Kotenko, S Ilchenko, V Kasianova… - Economics Ecology …, 2023 - ees-journal.com
Introduction. The methods of traffic modeling by water transport and assessing the risks
associated with it is needed to identify the issues of the past period, proposing methods for …