Possibilistic fuzzy classification using neural networks

IEEE International Conference on Neural Networks - Conference Proceedings

Volumn 3, Issue , 1997, Pages 1433-1438

  Ishibuchi, H ^a   Nii, M ^a  

^a Osaka Prefecture University   (Japan)

Author keywords

fuzzy classiJkation; learning algorithm.; Pattern classification; possibility analysis; reject option

Indexed keywords

CLASSIFICATION RESULTS; FUZZY CLASSIFICATION; FUZZY CLASSIFICATION METHODS; FUZZY CLASSIJKATION; MULTILAYER FEEDFORWARD NEURAL NETWORKS; POSSIBILITY ANALYSIS; REJECT OPTION; TRAINED NEURAL NETWORKS;

COMPUTER SIMULATION; FEEDFORWARD NEURAL NETWORKS; LEARNING ALGORITHMS; PATTERN RECOGNITION; FUZZY SETS; LEARNING SYSTEMS; PATTERN RECOGNITION SYSTEMS;

FUZZY SYSTEMS; FEEDFORWARD NEURAL NETWORKS;

POSSIBILISTIC FUZZY CLASSIFICATION;

EID: 0030702537     PISSN: 10987576     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICNN.1997.614005     Document Type: Conference Paper

References (10)

1. K. Funahashi: On the Approximate Realization of Continuous Mappings by Neural Networks, Neural Networks, Vol. 2, pp. 183-192 (1989).
2. K. Hornik: Multilayer Feedforward Networks are Universal Approximators, Neural Networks, Vol. 2, pp. 359-366 (1989).
3. H. Ishibuchi, R., Fujioka and H. Tanaka: Possibility and Necessity Pattern Classification using Neural Networks, Fuzzy Sets and Systems, Vol. 48, pp. 331-340 (1992).
4. N. B. Karayiannis and G. Purushothaman: Fuzzy Pattern Recognition Using Feed-forward Neural Networks with Multilevel Hidden Neurons, Proc. of ICNN'94, pp. 1577-1582 (1994).
5. G. Purushothaman and N. B. Karayiannis: Quantum Neural Networks (QNNs): Inherently Fuzzy Feedforward Neural Networks, Proc. ofICNN'96, pp. 1085-1090 (1996).
6. N. P. Archer and S. Wang: Fuzzy Set Representation of Neural Network Classification Boundary, IEEE Trans. on Systems, Man and Cybernetics, Vol. 21, No. 4, pp. 735-742 (1991).
7. D. E. Rumelhart, J. L. McClelland and the PDP Research Group: Parallel Distributed Processing (Vol. 1), MIT Press, Cambridge, USA (1986).
8. D. J. Hand: Discrimination and Classification, John Wiley & Sons, Chichester, UK (1981).
9. K. Fukunaga: Statistical Pattern Recognition (Second Edition), Academic Press, Boston, USA (1990).
10. J. R. Quinlan: C4.5: Programs for Machine Learning, Morgan Kaufmann Publishers, San Mateo, CA (1993).