A traceability model for upper corner gas in fully mechanized mining faces based on XGBoost-SHAP

To address the weak interpretability caused by the "black-box" structure of current gas concentration prediction models in the upper corner of fully mechanized mining faces, a gas traceability model based on XGBoost-SHAP was proposed for the upper corner of fully mechanized mining faces. C...

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Bibliographic Details
Main Authors: SHENG Wu, WANG Lingzi
Format: Article
Language:zho
Published: Editorial Department of Industry and Mine Automation 2025-06-01
Series:Gong-kuang zidonghua
Subjects:
Online Access:http://www.gkzdh.cn/article/doi/10.13272/j.issn.1671-251x.2025060027
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