Research on predicting the risk level of coal mine roof accident based on machine learning

Abstract Coal mine roof accidents are one of the main types of accidents leading to the decline of coal mine safety productivity, accounting for about 20% of the total number of coal mine safety accidents on average each year. In order to safeguard the safety and health of the workers and reduce the...

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Bibliographic Details
Main Authors: Zhao-Yang Guan, Jin-Ling Xie, Shen-Kuang Wu, Chao Liang
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-07760-6
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