Re: Clustering pattern recog

Lynn Cai (lynn.cai@grc.varian.com)
Tue, 28 May 1996 17:47:19 +0200


Hi,

Alireza wrote:in 5/24/96

> I'm looking for any information concerning fuzzy logic on clustering and
> pattern recognition.
> if anyone has done any research about the above topic, i'll be grateful
> if s/he can provide me with any information.
> Please replay to my e-mail address.
> with regards
> Alireza

I have done some research on pattern classification, clustering and pattern
recognition using neuro-fuzzy systems. The following references may be helpful
to you:

[1] Bezdek J. C. and Pal, S. K., Fuzzy Models For Pattern
Recognition, IEEE Press, 1992.
[2] Cai, Y. and Kwan, H. K., "A fuzzy neural classifier for
pattern classification," in Proceedings of International
Symposium on Circuits and Systems, Chicago, May 3-6,
1993, pp. 2367-2370.
[3] Cai, Y. and Kwan, H. K., "A fuzzy inference network for
classification," in the Proceeding of International
Conference on Acoustics, Speech, and Signal Processing,
1995, Detroit, Michigan, U.S.A., May 8-12, 1995, Vol.V, pp.3499-3502.
[4] Carpenter, G. A., Grossberg, S., Markuzon, N., Reynolds,
J. H., and Rosen, D. B., "Fuzzy ARTMAP: a neural network
architecture for incremental supervised learning of
analog multidimensional maps," IEEE Transactions on
Neural Networks, Vol. 3, No. 5, September, 1993, pp. 698-713.
[5] Gath, A. and Geva, A. B., "Unsupervised optimal fuzzy
clustering," IEEE Transaction on Pattern Analysis and
Machine Intelligence, Vol. 11, No. 7, 1989, pp. 773-781.
[6] Kandel, A., Fuzzy Techniques in Pattern Recognition, New
York, John Wiley and Sons, 1982.
[7] Kwan, H. K. and Cai, Y. "A novel fuzzy neural network and
its application to pattern recognition", IEEE Transactions on Fuzzy
Systems, Vol. 2, No. 3, August, 1994, pp. 185-193.
[8] Simpson, P. K., "Fuzzy min-max neural networks -- part 1:
Classification," IEEE Transactions on Neural Networks,
Vol. 3, No. 5, September, 1993, pp. 776-786.
[9] Simpson, P. K., "Fuzzy min-max neural networks -- part2:
Clustering," IEEE Transactions on Fuzzy Systems, Vol. 1,
No. 1, 1993, pp. 32-45.
[10] Siy, P. and Chen, C. S., "Fuzzy logic for handwritten
Numerical character recognition," IEEE Transactions on
Systems, Man, and Cybernetics, November, 1974, pp. 570- 575.
[11] Wang, L. X. and Mendel, J. M., "A fuzzy approach to hand-
written rotation-invariant character recognition," in
Proceedings of 1992 ICASSP, San Francisco, CA, March 23-26, 1992.

Good luck!!

Lynn (Yaling) Cai
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