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Research article

First published 2023-2

Overfitting Prevention in Accident Prediction Models: Bayesian Regularization of Artificial Neural Networks

Nicholas Fiorentini, Diletta Pellegrini, Massimo Losa

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2013-2

Accident modeling and risk assessment framework for safety critical decision-making: application to deepwater drilling operation

Samith Rathnayaka, Faisal Khan, Paul Amayotte

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2024-4

Accident analysis and risk prediction of tank farm based on Bayesian network method

Xingguang Wu, Huirong Huang, Weichao Yu [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2018-10-01

Mathematical modeling for intelligent prediction of gas accident number in Chinese coal mines in recent years

Zhongliang Lu, Xudong Zhu, Hongli Wang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2024-11

A prediction model for expressway traffic accidents under extreme weather conditions based on support vector machine

Tengfei Li, Lei Han

Journal of Computational Methods in Sciences and Engineering

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Research article

First published 2021-06-21

Comparison of machine learning methods in predicting binary and multi-class occupational accident severity

Füsun Recal, Tufan Demirel

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2000

Prediction of Risk of Wet-Pavement Accidents: Fuzzy Logic Model

Jie Xiao, Bohdan T. Kulakowski, Moustafa EI-Gindy

Transportation Research Record: Journal of the Transportation Research Board

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Research article

First published 2026

A hierarchical approach to the causality of shipyard accidents with integrated machine learning methods

Fatih Yilmaz, Mural Cal

WORK: A Journal of Prevention,Assessment & Rehabilitation

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Research article

First published 2020-6

Analysis of maritime transport accidents using Bayesian networks

Shiqi Fan, Zaili Yang, Eduardo Blanco-Davis [...]

Proceedings of the Institution of Mechanical Engineers,Part O: Journal of Risk and Reliability

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Research article

First published 2026

Research on small-sample aviation accidents prediction using a coordinate attention-based Bi-LSTM model

Shao Fei Chai, Youchao Sun, Hao Liu [...]

Proceedings of the Institution of Mechanical Engineers,Part G: Journal of Aerospace Engineering

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