A deep hybrid learning model to detect unsafe behavior: Integrating convolution neural networks and long short-term memory
Sign Up to like & getrecommendations! Published in 2018 at "Automation in Construction"
DOI: 10.1016/j.autcon.2017.11.002
Abstract: Abstract Computer vision and pattern recognition approaches have been applied to determine unsafe behaviors on construction sites. Such approaches have been reliant on the computation of artificially complex image features that utilize a cumbersome parameter… read more here.
Keywords: unsafe actions; convolution neural; long short; model ... See more keywords
Situation awareness as a determinant for unsafe actions and subjective risk assessment on offshore attendant vessels
Sign Up to like & getrecommendations! Published in 2017 at "Safety Science"
DOI: 10.1016/j.ssci.2016.12.012
Abstract: Abstract Situation awareness (SA) is often argued to be a “sharp end” indicator of workplace safety, in the sense that inaccurate SA may be the proximal cause for operator error. However, traditional field or lab… read more here.
Keywords: risk assessment; unsafe actions; subjective risk; situation awareness ... See more keywords
Applying multilevel analysis and the Driver Behavior Questionnaire (DBQ) on unsafe actions under a road safety policy
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DOI: 10.1371/journal.pone.0277750
Abstract: The aims of this research are: to investigate and develop a multilevel analysis of unsafe actions or risky behaviors; to study the influence of road safety policy factors on risky behaviors; and to analyze personal… read more here.
Keywords: road safety; risky behaviors; unsafe actions; safety policy ... See more keywords