A data-driven Bayes approach for investigating International Safety Management Code-sourced detention of ships in Port State Controls

B Kamal, A Altunışık - Marine Policy, 2024 - Elsevier
For port authorities and ship** firms to enhance vessel quality and ensure safety of
maritime, Port State Control (PSC) inspections are crucial. Notwithstanding the tremendous …

A Statistical Analysis of Ship Accidents (1990–2020) Focusing on Collision, Grounding, Hull Failure, and Resulting Hull Damage

AN Pilatis, DN Pagonis, M Serris, S Peppa… - Journal of Marine …, 2024 - mdpi.com
In this work, over a thousand maritime casualty reports were reviewed in order to fully
investigate and assess selected 213 marine accidents concerning the collision, grounding …

[HTML][HTML] Incorporation of a global perspective into data-driven analysis of maritime collision accident risk

H Li, C Çelik, M Bashir, L Zou, Z Yang - Reliability Engineering & System …, 2024 - Elsevier
Ship collision accidents are one of the most frequent accident types in global maritime
transportation. Nevertheless, conducting an in-depth analysis of collision prevention poses a …

Risk evolution analysis of gas leakage accidents based on complex network

X Ma, YT Tsai, CM Shu, Y Yang - Safety Science, 2025 - Elsevier
Toxic gas leakage accidents are catastrophic and thus the subject of considerable attention
among researchers, regulators, and companies. Thus, this study constructed a complex …

[HTML][HTML] A data-driven ISM-BN model for safety analysis of inland ship** in the Pearl River Basin

F Li, S Lin, H Li, J Yin, D Li, J Zhang - Ocean Engineering, 2024 - Elsevier
Inland ship** of the Pearl River plays an important role in the Chinese ship** system.
To ensure navigation safety, we collect reports of maritime accidents from 2015 to 2022 in …

Research on ship safety risk early warning model integrating transfer learning and multi-modal learning

Z Wu, S Wang, H Xu, F Shi, Q Li, L Li, F Qian - Applied Ocean Research, 2024 - Elsevier
An efficient risk warning model is crucial to the navigation safety of ships. However, existing
researches are often limited by data acquisition, resulting in model training limited to specific …

[HTML][HTML] The Urban Intersection Accident Detection Method Based on the GAN-XGBoost and Shapley Additive Explanations Hybrid Model

Z Shi, Y Wang, D Guo, F Jiao, H Zhang, F Sun - Sustainability, 2025 - mdpi.com
Traffic accidents at urban intersections may lead to severe traffic congestion, necessitating
effective detection and timely intervention. To achieve real-time traffic accident monitoring at …

[HTML][HTML] Dynamic Responses and Damage of a Model Ship in Multi-Rock Grounding

Z Zhou, L Zhu, Q Liang - Journal of Marine Science and Engineering, 2024 - mdpi.com
Ship grounding onto multiple rocks is one of the scenarios where a ship may suffer severe
hull damage, thus leading to some serious consequences, such as casualties, oil spill …

Accident Data-Driven Consequence Analysis in Maritime Industries.

J Shi, Z Liu - Journal of Marine Science & Engineering, 2025 - search.ebscohost.com
Maritime accidents are significant obstacles to the development of ship** industries. Their
consequences are another important issue because they often involve significant economic …

Safety Risk Analysis of Small and Medium-sized Airports Based on Improved Bayesian Network Model

X Zhou, W Liang, H Wang - 2024 IEEE 4th International …, 2024 - ieeexplore.ieee.org
In 2023, China has 259 transportation airports (excluding Hong Kong, Macao, and Taiwan),
with 221 being small and medium-sized, handling less than 10 million passengers annually …