[HTML][HTML] Applications of machine learning methods for engineering risk assessment–A review
The purpose of this article is to present a structured review of publications utilizing machine
learning methods to aid in engineering risk assessment. A keyword search is performed to …
learning methods to aid in engineering risk assessment. A keyword search is performed to …
Machine learning in occupational accident analysis: A review using science mapping approach with citation network analysis
The present study reviews the publications that examine the application of machine learning
(ML) approaches in occupational accident analysis. The review process includes four …
(ML) approaches in occupational accident analysis. The review process includes four …
Correlation analysis and text classification of chemical accident cases based on word embedding
Accident precursors can provide valuable clues for risk assessment and risk warning.
Trends such as the main characteristics, common causes, and high-frequency types of …
Trends such as the main characteristics, common causes, and high-frequency types of …
An optimization-based decision tree approach for predicting slip-trip-fall accidents at work
Abstract Slip-trip-fall (STF) accident is one of the leading causes of injuries. Therefore,
prediction of STF is necessary prior to its occurrence at workplaces. Although there exist a …
prediction of STF is necessary prior to its occurrence at workplaces. Although there exist a …
Factors leading to unsafe behavior in the twenty first century workplace: a review
JE Dodoo, H Al-Samarraie - Management Review Quarterly, 2019 - Springer
Work-related injuries, diseases and fatalities have received considerable attention by
researchers and have led to a greater awareness about incident causation in the workplace …
researchers and have led to a greater awareness about incident causation in the workplace …
Identifying patterns of safety related incidents in a steel plant using association rule mining of incident investigation reports
The aim of this paper is to find out the patterns of incidents in a steel plant in India.
Occupational incidents occur in steel plant mainly in form of injury, near miss, and property …
Occupational incidents occur in steel plant mainly in form of injury, near miss, and property …
Factors associated with unsafe work behaviours in an Iranian petrochemical company: perspectives of workers, supervisors, and safety managers
A Zahiri Harsini, F Ghofranipour, H Sanaeinasab… - BMC Public Health, 2020 - Springer
Background The petrochemical industry is hazardous, in part because of the inherently
dangerous nature of the work conducted, and incidents frequently result in significant …
dangerous nature of the work conducted, and incidents frequently result in significant …
Critical review on data-driven approaches for learning from accidents: comparative analysis and future research
Y Niu, Y Fan, X Ju - Safety science, 2024 - Elsevier
Data-driven intelligent technologies are promoting a disruptive digital transformation of
human society. Industrial accident prevention is also amid this change. Although many …
human society. Industrial accident prevention is also amid this change. Although many …
Industrial internet of things-based collaborative sensing intelligence: framework and research challenges
The development of an efficient and cost-effective solution to solve a complex problem (eg,
dynamic detection of toxic gases) is an important research issue in the industrial …
dynamic detection of toxic gases) is an important research issue in the industrial …
Supervised machine learning techniques and genetic optimization for occupational diseases risk prediction
Workers healthcare gained a lot of attention recently as many countries are increasingly
concerning about welfare. This paper faces the problem of predicting occupational disease …
concerning about welfare. This paper faces the problem of predicting occupational disease …