Soil Classification System from Cone Penetration Test Data Applying Distance-Based Machine Learning Algorithms

作者: Lucas Orbolato Carvalho , Dimas Betioli Ribeiro

DOI: 10.28927/SR.422167

关键词:

摘要:

参考文章(29)
N. Ramsey, A Calibrated Model For The Interpretation Of Cone Penetration Tests (Cpts) In North Sea Quaternary Soils Offshore Site Investigation and Geotechnics 'Diversity and Sustainability'; Proceedings of an International Conference. ,(2002)
V. R. Kohestani, M. Hassanlourad, A. Ardakani, Evaluation of liquefaction potential based on CPT data using random forest Natural Hazards. ,vol. 79, pp. 1079- 1089 ,(2015) , 10.1007/S11069-015-1893-5
John J.M. Powell, Peter Kay Robertson, Tom Lunne, Cone Penetration Testing in Geotechnical Practice ,(1997)
B. Bhattacharya, D.P. Solomatine, Machine learning in soil classification international joint conference on neural network. ,vol. 5, pp. 2694- 2699 ,(2005) , 10.1109/IJCNN.2005.1556350
Frank Wilcoxon, Individual Comparisons by Ranking Methods Springer Series in Statistics. ,vol. 1, pp. 196- 202 ,(1992) , 10.1007/978-1-4612-4380-9_16
Klaus Schliep, Klaus Hechenbichler, Weighted k-Nearest-Neighbor Techniques and Ordinal Classification München: Ludwig-Maximilians-Universität München, Sonderforschungsbereich 386 - Statistische Analyse diskreter Strukturen. ,(2004) , 10.5282/UBM/EPUB.1769
T. Liao, P. W. Mayne, Stratigraphic delineation by three-dimensional clustering of piezocone data Georisk: Assessment and Management of Risk for Engineered Systems and Geohazards. ,vol. 1, pp. 102- 119 ,(2007) , 10.1080/17499510701345175
Anthony T. C. Goh, Modeling soil correlations using neural networks Journal of Computing in Civil Engineering. ,vol. 9, pp. 275- 278 ,(1995) , 10.1061/(ASCE)0887-3801(1995)9:4(275)
Marcel G. Schaap, Feike J. Leij, Martinus Th. van Genuchten, Neural Network Analysis for Hierarchical Prediction of Soil Hydraulic Properties Soil Science Society of America Journal. ,vol. 62, pp. 847- 855 ,(1998) , 10.2136/SSSAJ1998.03615995006200040001X