메뉴 건너뛰기




Volumn 45, Issue 2, 2008, Pages 288-295

Prediction of friction capacity of driven piles in clay using the support vector machine

Author keywords

Artificial neural network; Clay; Piles; Support vector machine

Indexed keywords

CLAY; FRICTION; NEURAL NETWORKS; OPTIMIZATION; SUPPORT VECTOR MACHINES;

EID: 41549100153     PISSN: 00083674     EISSN: None     Source Type: Journal    
DOI: 10.1139/T07-072     Document Type: Article
Times cited : (57)

References (25)
  • 1
    • 0026860799 scopus 로고
    • Robust linear programming discrimination of two linearly inseparable sets
    • doi: 10.1080/1055 6789208805504
    • Bennett, K.P., and Mangasarian, O.L. 1992. Robust linear programming discrimination of two linearly inseparable sets. Optimization Methods and Software, 1: 23-34. doi: 10.1080/1055 6789208805504.
    • (1992) Optimization Methods and Software , vol.1 , pp. 23-34
    • Bennett, K.P.1    Mangasarian, O.L.2
  • 3
    • 34249753618 scopus 로고
    • Support vector networks
    • Cortes, C., and Vapnik, V.N. 1995. Support vector networks. Machine Learning, 20: 273-297.
    • (1995) Machine Learning , vol.20 , pp. 273-297
    • Cortes, C.1    Vapnik, V.N.2
  • 5
    • 0029415865 scopus 로고
    • Empirical design in geotechnics using neural networks
    • Goh, A.T.C 1995. Empirical design in geotechnics using neural networks. Géotechnique, 45: 709-714.
    • (1995) Géotechnique , vol.45 , pp. 709-714
    • Goh, A.T.C.1
  • 7
    • 0004063090 scopus 로고    scopus 로고
    • 2nd ed. Prentice-Hall, Upper Saddle River, New Jersey
    • Haykin, S. 1999. Neural networks, 2nd ed. Prentice-Hall, Upper Saddle River, New Jersey.
    • (1999) Neural networks
    • Haykin, S.1
  • 10
    • 0033692068 scopus 로고    scopus 로고
    • Liong, S.Y., Lim, W.H., and Paudyal, G.N. 2000. River stage forecasting in Bangladesh: neural network approach. Journal of Computing in Civil Engineering, 14: 1-8. doi: 10.1061/(ASCE) 0887-3801(2000)14:1(1).
    • Liong, S.Y., Lim, W.H., and Paudyal, G.N. 2000. River stage forecasting in Bangladesh: neural network approach. Journal of Computing in Civil Engineering, 14: 1-8. doi: 10.1061/(ASCE) 0887-3801(2000)14:1(1).
  • 11
    • 0011944975 scopus 로고    scopus 로고
    • MathWorks Inc, Version 5.3. MathWorks Inc. Natick, Mass
    • MathWorks Inc. 1999. MATLAB® user's manual, Version 5.3. MathWorks Inc. Natick, Mass.
    • (1999) MATLAB® user's manual
  • 14
    • 0031375732 scopus 로고    scopus 로고
    • Mukherjee, S., Osuna, E., and Girosi, F. 1997. Nonlinear prediction of chaotic time series using support vector machine. In Proceedings of the IEEE Workshop on Neural Networks for Signal Processing, Institute of Electrical and Electronics Engineers, New York. pp. 511-519.
    • Mukherjee, S., Osuna, E., and Girosi, F. 1997. Nonlinear prediction of chaotic time series using support vector machine. In Proceedings of the IEEE Workshop on Neural Networks for Signal Processing, Institute of Electrical and Electronics Engineers, New York. pp. 511-519.
  • 15
    • 84956628443 scopus 로고    scopus 로고
    • Muller, K.R., Smola, A., Ratsch, G., Scholkopf, B., Kohlmorgen, J., and Vapnik, V. 1997. Predicting time series with support vector machines. In Proceedings of the 7th International Conference on Artificial Neural Networks, Lausanne, Switzerland. 8-10 October 1997. Edited by W. Gerstner, A. Germond, M. Asler, and J.-D. Nicoud, Springer-Verlag, London, UK., pp. 999-1004.
    • Muller, K.R., Smola, A., Ratsch, G., Scholkopf, B., Kohlmorgen, J., and Vapnik, V. 1997. Predicting time series with support vector machines. In Proceedings of the 7th International Conference on Artificial Neural Networks, Lausanne, Switzerland. 8-10 October 1997. Edited by W. Gerstner, A. Germond, M. Asler, and J.-D. Nicoud, Springer-Verlag, London, UK., pp. 999-1004.
  • 16
    • 0032623401 scopus 로고    scopus 로고
    • Forecasting freeway link travel times with a multilayer feedforward neural network
    • doi: 10. 1111/0885-9507.00154
    • Park, D., and Rilett, L.R. 1999. Forecasting freeway link travel times with a multilayer feedforward neural network. Computer-Aided Civil and Infrastructure Engineering, 14: 357-367. doi: 10. 1111/0885-9507.00154.
    • (1999) Computer-Aided Civil and Infrastructure Engineering , vol.14 , pp. 357-367
    • Park, D.1    Rilett, L.R.2
  • 17
    • 41549149622 scopus 로고    scopus 로고
    • Peck, R.B. 1958. A. study of comparative behavior of friction piles. Highway Research Board. Special Report 36. pp. 72.
    • Peck, R.B. 1958. A. study of comparative behavior of friction piles. Highway Research Board. Special Report 36. pp. 72.
  • 18
    • 0003893955 scopus 로고    scopus 로고
    • Ph.D. thesis, Technischen Universitat Oldenburg Verlag, Berlin
    • Scholkopf, B. 1997. Support vector learning. Ph.D. thesis, Technischen Universitat Oldenburg Verlag, Berlin.
    • (1997) Support vector learning
    • Scholkopf, B.1
  • 19
    • 4043137356 scopus 로고    scopus 로고
    • A tutorial on support vector regression
    • B:STCO.0000035301.49549.88, doi: 10.1023
    • Smola, A.J., and Scholkopf, B. 2004. A tutorial on support vector regression. Statistics and Computing, 14: 199-222. doi: 10.1023/ B:STCO.0000035301.49549.88.
    • (2004) Statistics and Computing , vol.14 , pp. 199-222
    • Smola, A.J.1    Scholkopf, B.2
  • 22
    • 84887252594 scopus 로고    scopus 로고
    • Support method for function approximation regression estimation and signal processing
    • Edited by M. Mozer and T. Petsch. MIT Press, Cambridge, Mass
    • Vapnik, V.N., Golowich, S., and Smola, A. 1997. Support method for function approximation regression estimation and signal processing. In Advances in Neural Information Processing System 9. Edited by M. Mozer and T. Petsch. MIT Press, Cambridge, Mass.
    • (1997) Advances in Neural Information Processing System , vol.9
    • Vapnik, V.N.1    Golowich, S.2    Smola, A.3
  • 25
    • 0038224117 scopus 로고
    • Reduction of point bearing capacity of piles because of negative friction
    • Mexico City, 7-12 September, International Society for Soil Mechanics and Geotechnical Engineering ISSMGE, London, UK
    • Zeevaert, L. 1959. Reduction of point bearing capacity of piles because of negative friction. In Proceedings of the 1st Pan-American Conference on Soil Mechanics and Foundation Engineering. Mexico City, 7-12 September 1959. International Society for Soil Mechanics and Geotechnical Engineering (ISSMGE), London, UK.
    • (1959) Proceedings of the 1st Pan-American Conference on Soil Mechanics and Foundation Engineering
    • Zeevaert, L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.