A survey of the opportunities and challenges of supervised machine learning in maritime risk analysis

A Rawson, M Brito - Transport Reviews, 2023 - Taylor & Francis
Identifying and assessing the likelihood and consequences of maritime accidents has been
a key focus of research within the maritime industry. However, conventional methods utilised …

[HTML][HTML] The landscape of safety management systems research: A scientometric analysis

F Goerlandt, J Li, G Reniers - Journal of safety science and resilience, 2022 - Elsevier
Safety management systems (SMSs) are widely applied across many industrial sectors, and
a large body of literature has been published addressing their design, implementation …

Analyzing the factors determining the effectiveness of the international safety management code applied on ships through the fuzzy DEMATEL method

M Yorulmaz, K Karabulut - Safety science, 2022 - Elsevier
The sustainability of maritime trade and the marine environment is related to the safe
management and operation of ships. Thus, ISM Code was enforced to ensure the safety …

Decision tree and logistic regression analysis to explore factors contributing to harbour tugboat accidents

R Fiskin, E Cakir, C Sevgili - The Journal of Navigation, 2021 - cambridge.org
As tugboats interact very closely with ships in restricted waters, the possibility of accidents
increases in these operations. Despite the high accident possibility, there is a gap in studies …

Application of Rough Set Theory and Bow-Tie Analysis to Maritime Safety Analysis Management: A Case Study of Taiwan Ship Collision Incidents

SH Hsu, MT Lee, YC Chang - Applied Sciences, 2023 - mdpi.com
Featured Application The integrated method used in this study can be extended to risk
analysis and management of various hazards, including those associated with lack of …

Beyond the ISM code: a conceptual proposal for an integrated system within the Seven C's approach

S Baştuğ, E Asyali, T Battal - Maritime Policy & Management, 2021 - Taylor & Francis
ABSTRACT The International Safety Management (ISM) Code aims to provide an
international standard for the safe management and operation of ships and pollution …

The influence of shipboard safety factors on quality of safety supervision: Croatian seafarer's attitudes

D Mišković, R Ivče, M Hess, Ž Koboević - Journal of marine science and …, 2022 - mdpi.com
According to the European Maritime Safety Agency (EMSA), 70% of accidents on board
were caused by human error, and almost one-fifth of these accidents have been related to …

Dynamic risk analysis of allision in port areas using DBN based on HFACS-PV

O Bayazit, M Kaptan - Ocean Engineering, 2024 - Elsevier
The increased number, speed, and size of ships leads to an increased risk of accidents in
ports with restricted navigational areas. A comprehensive risk assessment is required to …

Analysis of the implementation of the International Safety Management Code using motivation theory: the seafarer's views

TSS Mbong, DA Bygvraa - International maritime health, 2021 - journals.viamedica.pl
Background:“Safety First!” as it is always said, safety is a primary concern in any human
activity. Shipping, one of the most dangerous industries in the world demands the …

Psychological well being, stress at work and safety behaviour at sea of seafarer on shipping company

G Nurcholis, M Qurniawati - Technium Soc. Sci. J., 2020 - HeinOnline
In the shipping industry, safety is the main concern for the management of the shipping
industry organization. Several studies have shown that one of the causes of ship accident at …