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Volumn 24, Issue 1, 2005, Pages 144-148

Support vector machine model in slope stability evaluation

Author keywords

Kernel function; Rock and soil mechanics; Slope stability; Statistics learning; Support vector machine (SVM)

Indexed keywords

MATHEMATICAL MODELS; ROCK MECHANICS; SOIL MECHANICS;

EID: 15944384993     PISSN: 10006915     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article
Times cited : (26)

References (15)
  • 1
    • 15944411559 scopus 로고    scopus 로고
    • Beijing: Chinese Architecture and Building Press, Chinese source
    • Gu Xiaolu, Qian Hongjin, Liu Huishan, et al. Soil and Foundation[M]. Beijing: Chinese Architecture and Building Press, 1996.(in Chinese)
    • (1996) Soil and Foundation
    • Gu, X.1    Qian, H.2    Liu, H.3
  • 2
    • 0007728393 scopus 로고    scopus 로고
    • Application of fuzzy analysis in slope stability evaluation
    • Chinese source
    • Li Zhangming. Application of fuzzy analysis in slope stability evaluation[J]. Chinese Journal of Rock Mechanics and Engineering, 1996, 15(5): 490-495.(in Chinese)
    • (1996) Chinese Journal of Rock Mechanics and Engineering , vol.15 , Issue.5 , pp. 490-495
    • Li, Z.1
  • 3
    • 0007829726 scopus 로고    scopus 로고
    • Grey system and evaluation of stability based on experience
    • Chinese source
    • Chen Xinmin, Luo Guoyu. Grey system and evaluation of stability based on experience[J]. Chinese Journal of Geotechnical Engineering, 1999, 21(3): 638-641.(in Chinese)
    • (1999) Chinese Journal of Geotechnical Engineering , vol.21 , Issue.3 , pp. 638-641
    • Chen, X.1    Luo, G.2
  • 4
    • 0036706944 scopus 로고    scopus 로고
    • Models of integrating ANN with ES and their application in slope stability estimate
    • Chinese source
    • Rao Wenbi, Xie Banhua, Xia Hui, et al. Models of integrating ANN with ES and their application in slope stability estimate[J]. Journal of Huazhong University of Science and Technology (Nature Science), 2002, 30(8): 98-104.(in Chinese)
    • (2002) Journal of Huazhong University of Science and Technology (Nature Science) , vol.30 , Issue.8 , pp. 98-104
    • Rao, W.1    Xie, B.2    Xia, H.3
  • 5
    • 15944421623 scopus 로고    scopus 로고
    • Estimate safety factors of rock slope by using artificial neural network
    • Chinese source
    • Xia Yuanyou, Li Xinping, Cheng kang, et al. Estimate safety factors of rock slope by using artificial neural network[J]. Journal of Engineering Geology, 1998, 6(2): 154-159.(in Chinese)
    • (1998) Journal of Engineering Geology , vol.6 , Issue.2 , pp. 154-159
    • Xia, Y.1    Li, X.2    Cheng, K.3
  • 6
    • 46449087861 scopus 로고    scopus 로고
    • A system of rock slope stablility evaluation based on artificial neural network
    • Chinese source
    • Xia Yuanyou, Zhu Ruigeng, Li Xinping, et al. A system of rock slope stablility evaluation based on artificial neural network[J]. Journal of Natural Disasters, 1996, 5(1): 94-104.(in Chinese)
    • (1996) Journal of Natural Disasters , vol.5 , Issue.1 , pp. 94-104
    • Xia, Y.1    Zhu, R.2    Li, X.3
  • 7
    • 15944362924 scopus 로고    scopus 로고
    • Engineering geology evalation method for slope stability based on artificial neural network
    • Chinese source
    • Xia Yuanyou, Li Xinping, Zhu Ruigeng, et al. Engineering geology evalation method for slope stability based on artificial neural network[J]. Rock and Soil Mechanics, 1996, 17(3): 27-33.(in Chinese)
    • (1996) Rock and Soil Mechanics , vol.17 , Issue.3 , pp. 27-33
    • Xia, Y.1    Li, X.2    Zhu, R.3
  • 8
    • 15944402313 scopus 로고
    • Some problems of slope stability analysis
    • Chinese source
    • Feng Dingxiang, Wu Jiaxiu, Ge Xiurun, et al. Some problems of slope stability analysis[J]. Chinese Journal of Geotechnical Engineering, 1990, 12(3): 1-9.(in Chinese)
    • (1990) Chinese Journal of Geotechnical Engineering , vol.12 , Issue.3 , pp. 1-9
    • Feng, D.1    Wu, J.2    Ge, X.3
  • 9
    • 15944424137 scopus 로고
    • Failure probability of slope with multiple slope surfaces
    • Chinese source
    • Zhan Xing, Liao Guohua. Failure probability of slope with multiple slope surfaces [J]. Chinese Journal of Geotechnical Engineering, 1990, 12(5): 55-62.(in Chinese)
    • (1990) Chinese Journal of Geotechnical Engineering , vol.12 , Issue.5 , pp. 55-62
    • Zhan, X.1    Liao, G.2
  • 10
    • 3042836607 scopus 로고    scopus 로고
    • Evaluation method research of slope stability and its development trend
    • Chinese source
    • Xia Yuanyou, Li Mei. Evaluation method research of slope stability and its development trend[J]. Chinese Journal of Rock Mechanics and Engineering, 2002, 21(7): 1087-1O91.(in Chinese)
    • (2002) Chinese Journal of Rock Mechanics and Engineering , vol.21 , Issue.7
    • Xia, Y.1    Li, M.2
  • 11
    • 3042701536 scopus 로고    scopus 로고
    • Application of support vector machines function fitting in slope stability evaluation
    • Chinese source
    • Zhao Hongbo, Feng Xiating. Application of support vector machines function fitting in slope stability evaluation[J]. Chinese Journal of Rock Mechanics and Engineering, 2003, 22(2): 241-245.(in Chinese)
    • (2003) Chinese Journal of Rock Mechanics and Engineering , vol.22 , Issue.2 , pp. 241-245
    • Zhao, H.1    Feng, X.2
  • 12
    • 0041853059 scopus 로고    scopus 로고
    • Study and application of genetic-support vector machine for nonlinear displacement time series forecasting
    • Chinese source
    • Zhao Hongbo, Feng Xiating. Study and application of genetic-support vector machine for nonlinear displacement time series forecasting[J]. Chinese Journal of Geotechnical Engineering, 2003, 25(4): 468-471. (in Chinese)
    • (2003) Chinese Journal of Geotechnical Engineering , vol.25 , Issue.4 , pp. 468-471
    • Zhao, H.1    Feng, X.2
  • 13
    • 0348038874 scopus 로고    scopus 로고
    • Forecasting evaluation of slope deformation by genetic-support vector machine
    • Chinese source
    • Zhao Hongbo, Feng Xiating, Li Shaojun, et al. Forecasting evaluation of slope deformation by genetic-support vector machine[J]. Rock and Soil Mechanics, 2003, 24(4): 631-634.(in Chinese)
    • (2003) Rock and Soil Mechanics , vol.24 , Issue.4 , pp. 631-634
    • Zhao, H.1    Feng, X.2    Li, S.3
  • 14
    • 0003450542 scopus 로고    scopus 로고
    • Beijing: Tsinghua University Press, Chinese source
    • Zhang Xuegong. Statistical Learning Theory[M]. Beijing: Tsinghua University Press, 2000.(in Chinese)
    • (2000) Statistical Learning Theory
    • Zhang, X.1
  • 15
    • 15944363993 scopus 로고
    • Three fundamental concepts of the capacity of learning machines
    • Vapnik V N. Three fundamental concepts of the capacity of learning machines[J]. Physica A., 1993, 200(2): 538-544.
    • (1993) Physica A. , vol.200 , Issue.2 , pp. 538-544
    • Vapnik, V.N.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.