☆ 4.7 Article

Pattern investigation of total loss maritime accidents based on association rule mining

RELIABILITY ENGINEERING & SYSTEM SAFETY (2023)

相关参考文献

注意：仅列出部分参考文献，下载原文获取全部文献信息。

Article Engineering, Ocean

Data-driven Bayes approach on marine accidents occurring in Istanbul strait

Bunyamin Kamal et al.

Summary: This study investigates vessel accidents in the Istanbul Strait and utilizes a data-driven Bayesian Network approach to find that small vessels, especially those under 300 GRT, are more prone to drifting accidents, which are the most frequent type of accidents in the Istanbul Strait.

APPLIED OCEAN RESEARCH (2022)

添加到收藏夹

Article Engineering, Industrial

Know your safety indicator - A determination of merchant vessels Bow Crossing Range based on big data analytics

Mateusz Gil et al.

Summary: Even in the era of automatization, maritime safety constantly needs improvements. This paper investigates the typical values and factors influencing the Bow Crossing Range (BCR) during routine operations of merchant ships using a large dataset of real maritime traffic. The results indicate that BCR is strongly related to the type of navigational area and not with the dimensions or speed of ships. The findings of this study are important for fleet managers and developers of Maritime Autonomous Surface Ships (MASS).

RELIABILITY ENGINEERING & SYSTEM SAFETY (2022)

添加到收藏夹

Article Ergonomics

Rule discovery to identify patterns contributing to overrepresentation and severity of run-off-the-road crashes

Alfonso Montella et al.

Summary: This study analyzed 6167 crashes that occurred on a section of the A16 motorway in Italy from 2001 to 2011, identifying 94 significant rules for run-off-the-road crashes and 129 significant rules for severe and fatal injury crashes. The rules represent combinations of factors associated with the overrepresentation of frequency and severity of these crashes, highlighting the need for a combination of countermeasures to address safety issues.

ACCIDENT ANALYSIS AND PREVENTION (2021)

添加到收藏夹

Article Engineering, Industrial

Investigation of tugboat accidents severity: An application of association rule mining algorithms

Erkan Cakir et al.

Summary: The study revealed that tugboats aged over 20 years are crucial indicators for serious accidents, with hull/machinery damage and collision type accidents constituting more than half of the total tugboat accidents. Association rule mining showed that four of the five rules for serious accidents are attributed to hull/machinery damage.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2021)

添加到收藏夹

Article Ergonomics

Patterns of near-crash events in a naturalistic driving dataset: Applying rules mining

Xiaoqiang Kong et al.

Summary: This study investigated the associations between near-crash events and road geometry and trip features using the Apriori algorithm. Near-crash events were classified into trivial and non-trivial events, with several factors found to be highly associated with near-crash events, such as roadway characteristics and speed limits. Results showed that non-trivial near-crash events were more likely to occur on longer trips exceeding 2 hours.

ACCIDENT ANALYSIS AND PREVENTION (2021)

添加到收藏夹

Article Engineering, Industrial

Application of the HFACS-PV approach for identification of human and organizational factors (HOFs) influencing marine accidents

Serdar Yildiz et al.

Summary: Shipping is a leading mode of transport in the world economy, with maritime safety closely related to effectiveness and efficiency of maritime trade. The complexity of human factors poses a challenge in fully analyzing accidents, and this research aims to demonstrate the feasibility of using the HFACS-PV system for various types of accidents. Results show that the HFACS-PV structure is adaptable for different maritime accidents, allowing for coherent analysis.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2021)

添加到收藏夹

Article Ergonomics

Application of association rules mining algorithm for hazardous materials transportation crashes on expressway

Jungyeol Hong et al.

ACCIDENT ANALYSIS AND PREVENTION (2020)

添加到收藏夹

Article Ergonomics

A novel approach in probabilistic quantification of risks within the context of maritime supply chain: The case of extreme weather events in the Arctic

Roozbeh Panahi et al.

ACCIDENT ANALYSIS AND PREVENTION (2020)

添加到收藏夹

Article Transportation

Risk assessment of inland waterborne transportation using data mining

Zhaochen Wang et al.

MARITIME POLICY & MANAGEMENT (2020)

添加到收藏夹

Article Engineering, Marine

Evaluation of human error contribution to oil tanker collision using fault tree analysis and modified fuzzy Bayesian Network based CREAM

Shuen-Tai Ung

OCEAN ENGINEERING (2019)

添加到收藏夹

Review Engineering, Marine

Individual collision risk assessment in ship navigation: A systematic literature review

Ulku Ozturk et al.

OCEAN ENGINEERING (2019)

添加到收藏夹

Article Engineering, Chemical

Risk assessment of process systems by mapping fault tree into artificial neural network

Makhambet Sarbayev et al.

JOURNAL OF LOSS PREVENTION IN THE PROCESS INDUSTRIES (2019)

添加到收藏夹

Article Engineering, Industrial

Combining association rules mining with complex networks to monitor coupled risks

Zhou Ying et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2019)

添加到收藏夹

Article Engineering, Marine

Modified human factor analysis and classification system for passenger vessel accidents (HFACS-PV)

Ozkan Ugurlu et al.

OCEAN ENGINEERING (2018)

添加到收藏夹

Article Engineering, Marine

Risk analysis for RoPax vessels: A case of study for the Strait of Gibraltar

Nieves Endrina et al.

OCEAN ENGINEERING (2018)

添加到收藏夹

Article Engineering, Industrial

Maritime navigation accidents and risk indicators: An exploratory statistical analysis using AIS data and accident reports

Rolf J. Bye et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2018)

添加到收藏夹

Article Engineering, Industrial

Bayesian network modelling and analysis of accident severity in waterborne transportation: A case study in China

Wang Likun et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2018)

添加到收藏夹

Article Engineering, Industrial

Human factors analysis of major coal mine accidents in China based on the HFACS-CM model and AHP method

Rulin Liu et al.

INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS (2018)

添加到收藏夹

Article Ergonomics

Association rule analysis of factors contributing to extraordinarily severe traffic crashes in China

Chengcheng Xu et al.

JOURNAL OF SAFETY RESEARCH (2018)

添加到收藏夹

Article Environmental Studies

Using data mining techniques to analyze the influencing factor of unsafe behaviors in Chinese underground coal mines

Wanguan Qiao et al.

RESOURCES POLICY (2018)

添加到收藏夹

Article Geosciences, Multidisciplinary

Factor and trend analysis of total-loss marine casualty using a fuzzy matter element method

Jihong Chen et al.

INTERNATIONAL JOURNAL OF DISASTER RISK REDUCTION (2017)

添加到收藏夹

Article Engineering, Industrial

Applying the AcciMap methodology to investigate the tragic Sewol Ferry accident in South Korea

Samuel Lee et al.

APPLIED ERGONOMICS (2017)

添加到收藏夹

Article Engineering, Industrial

Analysis of fire and explosion accidents occurring in tankers transporting hazardous cargoes

Ozkan Ugurlu

INTERNATIONAL JOURNAL OF INDUSTRIAL ERGONOMICS (2016)

添加到收藏夹

Article Construction & Building Technology

GA-based multi-level association rule mining approach for defect analysis in the construction industry

Yusi Cheng et al.

AUTOMATION IN CONSTRUCTION (2015)

添加到收藏夹

Article Transportation

The analysis of ship accident occurred in Turkish search and rescue area by using decision tree

Sercan Erol et al.

MARITIME POLICY & MANAGEMENT (2015)

添加到收藏夹

Article Ergonomics

Investigation of shipping accident injury severity and mortality

Jinxian Weng et al.

ACCIDENT ANALYSIS AND PREVENTION (2015)

添加到收藏夹

Article Ergonomics

The determinants of fishing vessel accident severity

Di Jin

ACCIDENT ANALYSIS AND PREVENTION (2014)

添加到收藏夹

Article Engineering, Industrial

Application of Bayesian Belief networks to the human reliability analysis of an oil tanker operation focusing on collision accidents

Marcelo Ramos Martins et al.

RELIABILITY ENGINEERING & SYSTEM SAFETY (2013)

添加到收藏夹

Article Ergonomics

Human and organisational factors in maritime accidents: Analysis of collisions at sea using the HFACS

Christine Chauvin et al.

ACCIDENT ANALYSIS AND PREVENTION (2013)

添加到收藏夹

Article Transportation

Human factors at sea: common patterns of error in groundings and collisions

Carl Macrae

MARITIME POLICY & MANAGEMENT (2009)

添加到收藏夹

Article Ergonomics

Analytical HFACS for investigating human errors in shipping accidents

Metin Celik et al.

ACCIDENT ANALYSIS AND PREVENTION (2009)

添加到收藏夹

Article Environmental Studies

Determinants of the severity of cruise vessel accidents

Wayne K. Talley et al.

TRANSPORTATION RESEARCH PART D-TRANSPORT AND ENVIRONMENT (2008)

添加到收藏夹

© Peeref 2019-2024. All rights reserved.