A fuzzy support vector machine based on geometric model

Proceedings of the World Congress on Intelligent Control and Automation (WCICA)

Volumn 2, Issue , 2004, Pages 1843-1846

  Chu, Leilei ^a   Wu, Chengdong ^a  

^a XI'AN JIAOTONG UNIVERSITY   (China)

Author keywords

Classification; Fuzzy membership; Optimization; Support vector machines

Indexed keywords

FUZZY MEMBERSHIP CLASSIFICATION; SEQUENTIAL LEARNING PROBLEMS; TERMS-SUPPORT VECTOR MACHINES;

ALGORITHMS; FUNCTIONS; LAGRANGE MULTIPLIERS; LEARNING SYSTEMS; OPTIMIZATION; VECTORS;

FUZZY CONTROL;

EID: 4444251589     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (7)

1. V. Vapnik, The Nature of Statistical Learning Theory, New York: Springer-Verlag, 1995.
2. Chunfu Lin, Shengde Wang, "Fuzzy support vector machines," IEEE Trans. on Neural Networks, vol 13(2), 2002, pp. 464-471
3. Takuya Inoue, Shigeo Abe, "Fuzzy support vector machines for pattern classification," IEEE IJCNN'01 , Proc. of International Joint Conf. on Neural Networks , vol 2, Washington, DC, July, 2001, pp. 1449-1454.
4. Zonghai Sun, Youxian Sun. "Fuzzy support vector machine for regression estimation," IEEE SMC'03 , Proc. of International Conf. on System, Man, and Cybernetics, vol 4, Washington, DC, October, 2003, pp. 3336-3341.
5. J.C.Platt, "Sequential minimal optimization: a fast algorithm for training support vector machines," Microsoft Research Tech. Report MSR-TR-98-14, Microsoft, Redmond, Wash, 1998.
6. Ming-Hsuan Yang,Narendra Alruja, "A geometric approach to train support vector machines",IEEE CVPR'2000.Proc. of IEEE Conf.on Computer Vision and Pattern Recognition, vol 1, Hilton Head Island, June,2000,pp.430-437.
7. http://ida.first.fraunhofer..de/~raetsch/data/banana/banana.data.tar.gz.