Application of support vector machine to classification of expansive soils

Yantu Lixue/Rock and Soil Mechanics

Volumn 26, Issue 11, 2005, Pages 1790-1792

  Ma, Wen Tao ^a  

^a NINGXIA UNIVERSITY   (China)

Author keywords

Classification; Expansive soil; Support vector machine

Indexed keywords

CLASSIFICATION (OF INFORMATION); EXPANSION; LEARNING SYSTEMS; MATHEMATICAL MODELS; VECTORS;

CLASSIFICATION MODEL; EXPANSIVE SOIL; SUPPORT VECTOR MACHINE;

SOILS;

EID: 29144488043     PISSN: 10007598     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (6)

1. YIN Shun-min, YAN Tong-zhen. Artificial neural network method for discrimination and classification of expansive soil[J]. Geological Science and Technology Information, 1995, 14(3): 91-94.
2. LI Yu-hua, FENG Xiao-la, YAN Ying-zheng. Application of gray clustering procedure to classification of expansive soils[J]. Rock and Soil Mechanics, 2003, 24(2): 304-306.
3. FU He-lin, FAN Zhen-hui, LIU Bao-chen. Determination of expansive clay with artificial neural network model[J]. China Railway Science, 2002, 23(5): 118-120.
4. Vapnik V N. The Nature of Statistical Learning Theory[M]. New York: Springer-Verlag, 1995.
5. ZHANG Xue-gong. Introduction to Statistical learning: theory and support vector machines[J]. ACTA Automatica Sinica, 2000, (1): 32-42.