Developing accident prediction model for railway level crossings
Sign Up to like & getrecommendations! Published in 2018 at "Safety Science"
DOI: 10.1016/j.ssci.2017.08.013
Abstract: Abstract Railway level crossing (LX) safety continues to be one of the most critical issues for railways, despite an ever-increasing focus on improving design and application practices. Accidents at European LXs account for about one-third… read more here.
Keywords: road; railway; prediction model; accident prediction ... See more keywords
Development of an Interpretable Maritime Accident Prediction System Using Machine Learning Techniques
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Access"
DOI: 10.1109/access.2022.3168302
Abstract: Every year, maritime accidents cause severe damages not only to humans but also to maritime instruments like vessels. The authors of this work therefore propose a machine learning-based maritime accident prediction system that can be… read more here.
Keywords: system; maritime accident; machine; accident prediction ... See more keywords
A Human-in-the-Loop Probabilistic CNN-Fuzzy Logic Framework for Accident Prediction in Vehicular Networks
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Sensors Journal"
DOI: 10.1109/jsen.2020.3023661
Abstract: The vehicle accident prediction methods are designed to improve the vehicular safety and reduce the rescue response time in the case of an accident. The existing accident prediction methods, however, do not involve Human-in-the-Loop, i.e.,… read more here.
Keywords: framework; human loop; accident; accident prediction ... See more keywords
A Study on Data Pre-Processing and Accident Prediction Modelling for Occupational Accident Analysis in the Construction Industry
Sign Up to like & getrecommendations! Published in 2020 at "Applied Sciences"
DOI: 10.3390/app10217949
Abstract: In the construction industry, it is difficult to predict occupational accidents because various accident characteristics arise simultaneously and organically in different types of work. Furthermore, even when analyzing occupational accident data, it is difficult to… read more here.
Keywords: construction; accident; accident prediction; occupational accident ... See more keywords