Prediction Model and Knowledge Discovery for Roof Stress in Mined-Out Areas Integrating 3D Scanning Image Features

Prediction Model and Knowledge Discovery for Roof Stress in Mined-Out Areas Integrating 3D Scanning Image Features

The accurate prediction of roof stress in mined-out areas is crucial for ensuring mine safety. However, existing study methods often overlook the increasingly available image data and fail to balance the model predictive capability with interpretability. To address these issues, this study innovativ...

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Bibliographic Details
Main Authors: Yong Yang, Kepeng Hou, Huafen Sun, Linning Guo, Yalei Zhe
Format: Article
Language:English
Published: MDPI AG 2024-11-01
Series:Applied Sciences
Subjects:
mined-out area
roof stress prediction
3D laser scanning images
interpretable machine learning
Online Access:https://www.mdpi.com/2076-3417/14/23/11180
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