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Combining natural language processing and bayesian networks for the probabilistic estimation of the severity of process safety events in hydrocarbon production assets

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References

2012Dynamic safety analysis of process systems by mapping bow-tie into Bayesian network607 cited
2020A knowledge graph-based approach for exploring railway operational accidents139 cited
2015Text analytics in industry: Challenges, desiderata and trends130 cited
2018A dynamic and quantitative risk assessment method with uncertainties for offshore managed pressure drilling phases111 cited
2022Application of structural topic modeling to aviation safety data81 cited
2021Accounting for Safety Barriers Degradation in the Risk Assessment of Oil and Gas Systems by Multistate Bayesian Networks60 cited
2021Identification of risk features using text mining and BERT-based models: Application to an oil refinery52 cited
2006An Oil and Gas Decision-Making Taxonomy12 cited

Cited by

2024A framework for process risk assessment incorporating prior hazard information in text mining models using chunking15 cited
2025Creating an incident investigation framework for a complex socio-technical system: Application of multi-label text classification and Bayesian network structure learning14 cited

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