Predicting the Young’s Modulus of Rock Material Based on Petrographic and Rock Index Tests Using Boosting and Bagging Intelligence Techniques

Predicting the Young’s Modulus of Rock Material Based on Petrographic and Rock Index Tests Using Boosting and Bagging Intelligence Techniques

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Rock deformation is considered one of the essential rock properties used in designing and constructing rock-based structures, such as tunnels and slopes. This study applied two well-established ensemble techniques, including boosting and bagging, to the artificial neural networks and decision tree m...

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Bibliographic Details
Main Authors: Long Tsang, Biao He, Ahmad Safuan A Rashid, Abduladheem Turki Jalil, Mohanad Muayad Sabri Sabri
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Applied Sciences
Subjects:
rock deformation
petrographic study
rock index tests
boosting intelligence technique
bagging intelligence technique
Online Access:https://www.mdpi.com/2076-3417/12/20/10258

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