An improved support vector regression based on classification

Proceedings - 2007 International Conference on Multimedia and Ubiquitous Engineering, MUE 2007

Volumn , Issue , 2007, Pages 999-1003

  Wu, Chang An ^a   Liu, Hong Bing ^a  

^a XINYANG NORMAL UNIVERSITY   (China)

Author keywords

[No Author keywords available]

Indexed keywords

DATA ACQUISITION; PROBLEM SOLVING; REGRESSION ANALYSIS;

SUPPORT VECTOR REGRESSION; TRAINING LEARNING MACHINES;

SUPPORT VECTOR MACHINES;

EID: 37349103010     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/MUE.2007.79     Document Type: Conference Paper

References (8)

1. U. Fayyad, G. Piatesky-Shapiro, P. Smyth, and R. Uthurusamy, Advances in Knowledge Discovery and Data Mining, MIT Press, 1996.
2. D. C. Montgomey, Design and Analysis of Experiments, 5th edition, New York: John Wiley and Sons, 2001.
3. V. N. Vapnik, Statistical Learning Theory, New York: John Wiley & Sons, 1998.
4. C. W. Hsu and C. J. Lin, "A Comparison of Methods for Multi-class Support Vector Machines," IEEE Transactions on Neural Networks, Vol.13, No.2, 2002, pp.415-425.
5. S. Xiong, H. Liu, and X. Niu, "Fuzzy Support Vector Machines Based on λ-Cut," Lecture Notes in Computer Science, vol.3610, 2005, pp.592-600.
6. H. Liu, S. Xiong and X. Niu, "Fuzzy Support Vector Machines Based on Spherical Regions," Lecture Notes in Computer Science, vol.3971, 2006, pp.949-954.
7. J. W. Wee and C. H. Lee, "Concurrent Support Vector Machine Processor for Disease Diagnosis," Lecture Notes in Computer Science, Vol.3316, 2004, pp.1129-1134.
8. L. Buciu, C. Kotropoulos, and I. Pitas, "Combining Support Vector Machines for Accurate Face Detection," In Proceeding of International Conference on Image, Thessaloniki, Greece, 2001, pp.1054-1057.