Fuzzy neural network models for classification

Applied Intelligence

Volumn 12, Issue 3, 2000, Pages 207-215

  Kulkarni, Arun D ^a   Cavanaugh, Charles D ^a,b  

^a UNIVERSITY OF TEXAS AT TYLER   (United States)

^b UNIVERSITY OF TEXAS AT ARLINGTON   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DECISION THEORY; FUZZY SETS; IMAGE ANALYSIS; INFERENCE ENGINES; LEARNING SYSTEMS; MATHEMATICAL MODELS; MEMBERSHIP FUNCTIONS; PATTERN RECOGNITION;

FUZZY NEURAL NETWORKS;

MULTILAYER NEURAL NETWORKS;

EID: 0033885408     PISSN: 0924669X     EISSN: None     Source Type: Journal    
DOI: 10.1023/A:1008367007808     Document Type: Article

References (17)

1. J.C. Bezdek, "Computing with uncertainty," IEEE Communications Magazine, vol. 30, pp. 24-36, 1992.
2. L.A. Zadeh, "Outline of a new approach to analysis of complex systems and decision processes," IEEE Transactions on Systems, Man, and Cybernetics, vol. 3, pp. 28-44, 1973.
3. L.A. Zadeh, "Fuzzy logic, neural networks, and soft computing," Communications of the ACM, vol. 37, pp. 77-84, 1994.
4. J.J. Buckley and Y. Hayashi, "Fuzzy neural networks," in Fuzzy Sets, Neural Networks, and Soft Computing, edited by R.R. Yager and A. Zadeh, Van Nostrand: New York, pp. 233-249, 1994.
5. M.M. Gupta, "Fuzzy neural networks: Theory and applications," Proceedings of SPIE, vol. 2353, pp. 303-325, 1994.
6. J.S.R. Jang, "ANFIS adaptive network based fuzzy inference systems," IEEE Transactions on Systems, Man, and Cybernetics, vol. 23, pp. 665-685, 1993.
7. M.I. Jordan and R.A. Jacobs, "Hierarchical mixture of experts and EM algorithm," Neural Computation, vol. 6, pp. 181-214, 1994.
8. C.-T. Lin and G.G.S. Lee, "Neural network based fuzzy logic control and decision system," IEEE Transactions on Computers, vol. 40, pp. 1320-1336, 1991.
9. S. Mitra and S.K. Pal, "Logical operation based fuzzy logic MLP for classification and rule generation," Neural Networks, vol. 7, pp. 353-373, 1994.
10. S.K. Pal and S. Mitra, "Multi-layer perception, fuzzy sets, and classification," IEEE Transactions on Neural Networks, vol. 3, pp. 683-697, 1992.
11. H. Takagi and I. Hayashi, "NN Driven fuzzy reasoning," International Journal of Approximate Reasoning, vol. 5, pp. 191-212, 1991.
12. L.X. Wang and J.M. Mendel, "Fuzzy basis function, universal approximation, and orthogonal least squares learning," IEEE Transaction on Neural Networks, vol. 3, pp. 807-814, 1992.
13. J.S.R. Jang, C.T. Sun, and E. Miztani, Neuro-Fuzzy and Self-Computing, Prentice Hall: Upper Saddle River, NJ, 1997.
14. H.R. Berenji and P. Khedkar, "Learning and tuning fuzzy logic controllers through reinforcements," IEEE Transactions on Neural Networks, vol. 3, pp. 724-740, 1992.
15. A.D. Kulkarni, "Neural-fuzzy models for multispectral image analysis," International Journal of Applied Intelligence, vol. 8, pp. 173-187, 1998.
16. A.D. Kulkarni and C.D. Cavanaugh, "Fuzzy neural network models for classification," in Proceedings of the Tenth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, Atlanta, GA, 1997, pp. 357-366.
17. A.D. Kulkarni, Artificial Neural Networks for Image Understanding, Van Nostrand Reinhold: New York, NY, 1994.