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科研机构
山东大学 [3]
中南大学 [3]
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期刊论文 [5]
会议论文 [1]
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2017 [2]
2016 [3]
2015 [1]
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Feasibility of Random-Forest Approach for Prediction of Ground Settlements Induced by the Construction of a Shield-Driven Tunnel
期刊论文
International Journal of Geomechanics, 2017, 卷号: 17, 期号: 6, 页码: 1-12
作者:
Zhou, Jian*
;
Shi, Xiuzhi
;
Du, Kun
;
Qiu, Xianyang
;
Li, Xibing
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/03
Ground settlements
Shield tunneling
Random forests
Cross validation
Numerical Approach for Goaf-Side Entry Layout and Yield Pillar Design in Fractured Ground Conditions
期刊论文
ROCK MECHANICS AND ROCK ENGINEERING, 2017, 卷号: 50, 期号: 11, 页码: 3049-3071
作者:
Jiang, Lishuai
;
Zhang, Peipeng
;
Chen, Lianjun
;
Hao, Zhen
;
Sainoki, Atsushi
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2019/12/11
Entry driven along goaf-side
Numerical simulation
Coal mine entry
Ground stability
Yield pillar
Classification of rockburst in underground projects: Comparison of ten supervised learning methods
期刊论文
Journal of Computing in Civil Engineering, 2016, 卷号: 30, 期号: 5
作者:
Zhou, Jian*
;
Li, Xibing
;
Mitri, Hani S.
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2019/12/03
Underground project
Rockburst
Supervised learning
Classification
Cross-validation
Nonparametric statistical test
Influence of fracture-induced weakening on coal mine gateroad stability
期刊论文
INTERNATIONAL JOURNAL OF ROCK MECHANICS AND MINING SCIENCES, 2016, 卷号: 88, 页码: 307-317
作者:
Jiang, Lishuai
;
Sainoki, Atsushi
;
Mitri, Hani S.
;
Ma, Nianjie
;
Liu, Hongtao
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2019/12/16
Numerical simulation
Ground stability
Coal mine gateroad
Tensile
failure
Fractures
Tension weakening
Development of Ground Movements Due to a Shield Tunnelling Prediction Model Using Random Forests
会议论文
4th Geo-China International Conference: New Frontiers in Civil Infrastructure, Geo-China 2016, July 25, 2016 - July 27, 2016
作者:
Zhou, Jian
;
Shi, Xiuzhi
;
Du, Kun
;
Qiu, Xianyang
;
Li, Xibing
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2019/12/31
Comparative performance of six supervised learning methods for the development of models of hard rock pillar stability prediction
期刊论文
Natural Hazards, 2015, 卷号: 79, 期号: 1, 页码: 291-316
作者:
Zhou, Jian*
;
Li, Xibing
;
Mitri, Hani S.
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2019/12/03
Pillar stability
Pillar design
Hard rock mine
Supervised learning
Classification
Repeated cross-validation
R system
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