A Kernel Fuzzy Classifier with Ellipsoidal Regions

Proceedings of the International Joint Conference on Neural Networks

Volumn 3, Issue , 2003, Pages 2043-2048

  Kaieda, Kenichi ^a   Abe, Shigeo ^a  

^a KOBE UNIVERSITY   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

MATRIX ALGEBRA; MEMBERSHIP FUNCTIONS; POLYNOMIALS; VECTORS;

SUPPORT VECTOR MACHINES;

FUZZY SETS;

EID: 0141682814     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (9)

1. V. Vapnik, "Statistical Learning Theory," John Wiley & Sons, 1998.
2. A. Ruiz and P. E. López-de-Teruel, "Nonlinear Kernel-Based Statistical Pattern Analysis," IEEE Transactions on Neural Networks, Vol. 12, No. 1. pp. 16-32, January 2001.
3. B. Schölkopf, A. Smola, and K. Robert Müller, "Nonlinear Component Analysis as a Kernel Eigenvalue Problem," Neural Computation, Vol. 10, pp. 1299-1319, 1998.
4. S. Abe and R. Thawonmas, "A Fuzzy Classifier with Ellipsoidal Regions," IEEE Transactions on Fuzzy Systems, Vol. 5, No. 3, pp. 358-368, August 1997.
5. S. Abe, "Pattern Classification, Neuro-fuzzy Method and Their Comparison," Springer-Verlag, London, 2001.
6. S. Abe and K. Sakaguchi, "Generalization Improvement of a Fuzzy Classifier with Ellipsoidal Regions," Proc. 10th IEEE International Conference on Fuzzy Systems (FUZZ - IEEE 2001), pp. 207-210, Melbourne, Australia, December 2001.
7. A. Hashizume, J. Motoike, and R. Yabe, "Fully Automated Blood Cell Differential System and Its Application," Proc. IUPAC 3rd International Congress on Automation and New Technology in the Clinical Laboratory, pp. 297-302, Kobe, Japan, 1988.
8. H. Takenaga et al., "Input Layer Optimization of Neural Networks by Sensitivity Analysis and Its Application to Recognition of Numerals," Electrical Engineering in Japan, Vol. 111, No. 4, pp. 130-138, 1991.
9. T. Inoue and S. Abe, "Fuzzy Support Vector Machines for Pattern Classification," Proc. IJCNN'01, pp. 1449-1454, 2001.