Predicting the Loose Zone of Roadway Surrounding Rock Using Wavelet Relevance Vector Machine

Predicting the Loose Zone of Roadway Surrounding Rock Using Wavelet Relevance Vector Machine

By applying the Wavelet Relevance Vector Machine (WRVM) method, this research proposes the loose zone of roadway surrounding rock prediction. Based on the theory of relevance vector machine (RVM), the wavelet function is introduced to replace the original Gauss function as the model kernel function...

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Bibliographic Details
Main Authors: Yang Liu, Yicheng Ye, Qihu Wang, Xiaoyun Liu, Weiqi Wang
Format: Article
Language:English
Published: MDPI AG 2019-05-01
Series:Applied Sciences
Subjects:
relevant vector machine (RVM)
wavelet relevance vector machine (WRVM)
wavelet kernel function
loose zone of roadway surrounding rock
prediction model
Online Access:https://www.mdpi.com/2076-3417/9/10/2064

Internet

https://www.mdpi.com/2076-3417/9/10/2064

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