AIMC Topic: Accidents
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Seismic hazard analysis and financial impact assessment of railway infrastructure in the US West Coast: A machine learning approach.
PloS one
Aug 12, 2024
This research examines the seismic hazard impact on railway infrastructure along the U.S. West Coast (Washington, Oregon and California), using machine learning to explore how measures of seismic hazard such as fault density, earthquake frequency, an...
Analysis and Prevention and Control System of Domino Accident Risk Data in Chemical Parks Based on Topological Neural Network.
Computational intelligence and neuroscience
May 26, 2022
A topologically based neural network algorithm is used to conduct an in-depth study and analysis of domino accident risk data in chemical parks, and this is used to construct a prevention and control system applied to the safety prediction of chemica...
An Intelligent Traffic Surveillance System Using Integrated Wireless Sensor Network and Improved Phase Timing Optimization.
Sensors (Basel, Switzerland)
Apr 27, 2022
The transportation industry is crucial to the realization of a smart city. However, the current growth in vehicle numbers is not being matched by an increase in road capacity. Congestion may boost the number of accidents, harm economic growth, and re...
Design and Implementation of an ML and IoT Based Adaptive Traffic-Management System for Smart Cities.
Sensors (Basel, Switzerland)
Apr 10, 2022
The rapid growth in the number of vehicles has led to traffic congestion, pollution, and delays in logistic transportation in metropolitan areas. IoT has been an emerging innovation, moving the universe towards automated processes and intelligent man...
The Application of Automatic Identification System Information and PSO-LSTM Neural Network in CRI Prediction.
Computational intelligence and neuroscience
Mar 24, 2022
Considering that collision accidents happen sometimes, it is necessary to predict the collision risk to ensure navigation safety. With the information construction in maritime and the popularity of automatic identification system application, it is m...
Characterizing accident narratives with word embeddings: Improving accuracy, richness, and generalizability.
Journal of safety research
Dec 29, 2021
INTRODUCTION: Ensuring occupational health and safety is an enormous concern for organizations, as accidents not only harm workers but also result in financial losses. Analysis of accident data has the potential to reveal insights that may improve ca...
Human Factor Risk Modeling for Shipyard Operation by Mapping Fuzzy Fault Tree into Bayesian Network.
International journal of environmental research and public health
Dec 28, 2021
The operational activities conducted in a shipyard are exposed to high risk associated with human factors. To investigate human factors involved in shipyard operational accidents, a double-nested model was proposed in the present study. The modified ...
Human reliability analysis of high-temperature molten metal operation based on fuzzy CREAM and Bayesian network.
PloS one
Aug 2, 2021
Human errors are considered to be the main causation factors of high-temperature molten metal accidents in metallurgical enterprises. The complex working environment of high- temperature molten metal in metallurgical enterprises has an important infl...
REDECA: A Novel Framework to Review Artificial Intelligence and Its Applications in Occupational Safety and Health.
International journal of environmental research and public health
Jun 22, 2021
INTRODUCTION: The field of artificial intelligence (AI) is rapidly expanding, with many applications seen routinely in health care, industry, and education, and increasingly in workplaces. Although there is growing evidence of applications of AI in w...
A study on ship collision conflict prediction in the Taiwan Strait using the EMD-based LSSVM method.
PloS one
May 10, 2021
Ship collision accidents are the primary threat to traffic safety in the sea. Collision accidents can cause casualties and environmental pollution. The collision risk is a major indicator for navigators and surveillance operators to judge the collisi...
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