DISCUSSIONS AND CLOSURES
Nov 14, 2003

Closure to “Predicting Settlement of Shallow Foundations Using Neural Networks” by Mohamed A. Shahin, Holger R. Maier, and Mark B. Jaksa

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Publication: Journal of Geotechnical and Geoenvironmental Engineering
Volume 129, Issue 12
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References

Amari, S. I., Murata, N., Muller, K. R., Finke, M., and Yang, H. H.(1997). “Asymptotic statistical theory of overtraining and cross-validation.” IEEE Trans. Neural Netw., 8(5), 985–996.
Bowden, G. J., Maier, H. R., and Dandy, G. C. (2001). “Understanding the range of applicability of artificial neural network models.” Proc., MODSIM 2001, Int. Congress on Modeling and Simulation, Canberra, 10–13 December, 4, 1919–1924.
Hush, D. R., and Horne, B. G.(1993). “Progress in supervised neural networks.” IEEE SP Mag.,10(1), 8–39.
Lachtermacher, G., and Fuller, J. D. (1994). “Backpropagation in hydrological time series forecasting.” Stochastic and statistical methods in hydrology and environmental engineering, K. W. Hipel, A. I. McLeod, U. S. Panu, and V. P. Singh, eds., Kluwer Academic, Dordrecht.
Schmertmann, J. H., Hartman, J. P., and Brown, P. B.(1978). “Improved strain influence factor diagrams.” J. Geotech. Eng. Div., Am. Soc. Civ. Eng., 104(GT8), 1131–1135.
Schultze, E., and Sherif, G. (1973). “Prediction of settlements from evaluated settlement observations for sand.” Proc., 8th Int. Conf. Soil Mechan. and Found. Eng., 1, 225–230.
Shahin, M. A. (2003). “Use of artificial neural networks for predicting settlement of shallow foundations on cohesionless soils.” PhD thesis, School of Civil and Environmental Engineering, The Univ. of Adelaide, Adelaide.
Shahin, M. A., Jaksa, M. B., and Maier, H. R.(2002). “Artificial neural network-based settlement prediction formula for shallow foundations on granular soils.” Aust. Geomech.,37(4), 45–52.
Shahin, M. A., Jaksa, M. B., and Maier, H. R. (2003a). “Neurofuzzy networks applied to settlement of shallow foundations on granular soils.” Proc., ICASP, 9th Int. Conf. on Applications of Statistics and Probability in Civil Eng., A. Der Kiureghian, S. Madanat, and J. M. Pestana, eds., San Francisco, Millpress, Rotterdam, The Netherlands, 2, 1379–1383.
Shahin, M. A., Maier, H. R., and Jaksa, M. B. (2003b). “Neural and neurofuzzy techniques applied to modeling settlement of shallow foundations on granular soils.” Proc., Int. Congress on Modeling and Simulation, MODSIM2003, D. A. Post, ed., Townsville, Queensland, Australia, 4, 1886–1891.

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Go to Journal of Geotechnical and Geoenvironmental Engineering
Journal of Geotechnical and Geoenvironmental Engineering
Volume 129Issue 12December 2003
Pages: 1175 - 1177

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Published online: Nov 14, 2003
Published in print: Dec 2003

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Mohamed A. Shahin
Postdoctoral Research Associate, School of Civil and Environmental Engineering, Univ. of Adelaide, South Australia 5005.
Holger R. Maier
Senior Lecturer, School of Civil and Environmental Engineering, Univ. of Adelaide, South Australia 5005.
Mark B. Jaksa
Senior Lecturer, School of Civil and Environmental Engineering, Univ. of Adelaide, South Australia 5005.

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