Fuzzy relational classifier trained by fuzzy clustering

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Volumn 29, Issue 5, 1999, Pages 619-625

  Setnes, Magne ^a,b   Babuška, Robert ^b  

^a IEEE   (Netherlands)

^b DELFT UNIVERSITY OF TECHNOLOGY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

FUZZY CLUSTERING; FUZZY RELATIONS; SOUND SEQUENCES;

LEARNING ALGORITHMS; LEARNING SYSTEMS; PATTERN RECOGNITION;

FUZZY SETS;

EID: 0032597799     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/3477.790444     Document Type: Article

References (15)

1. K. Fukunaga, Introduction to Statistical Pattern Recognition. New York: Academic, 1972.
2. E. Backer, Computer-Assisted Reasoning in Cluster Analysis. Englewood Cliffs, NJ: Prentice-Hall, 1995.
3. J. C. Bezdek, Pattern Recognition With Fuzzy Objective Functions. New York: Plenum, 1981.
4. D. Nauck and R. Kruse, "Nefclass - A neuro-fuzzy approach for classification of data," in Proc. 1995 ACM Symp. Applied Computing, Nashville, TN, 1995, pp. 461-465.
5. E. A. Wan, "Neural network classification: A Bayesian interpretation," IEEE Trans. Neural Networks, vol. 1, pp. 303-304, 1990.
6. J. Schürmann, Pattern Classification. A Unified View of Statistical and Neural Approaches. New York: Wiley, 1996.
7. D. E. Gustafson and W. C. Kessel, "Fuzzy clustering with a fuzzy covariance matrix," in Proc. IEEE CDC, San Diego, CA, 1979, pp. 761-766.
8. I. Gath and A. B. Geva, "Unsupervised optimal fuzzy clustering," IEEE Trans. Pattern Anal. Machine Intell., vol. 11, pp. 773-781, July 1989.
9. W. Pedrycz, "Reasoning by analogy in fuzzy controllers," Fuzzy Control Systems, Kandel and Langholz, Eds. Boca Raton, FL: CRC, 1994, pp. 55-74.
10. R. Giles, "Lukasiewicz logic and fuzzy set theory," Int. J. Man-Mach. Stud., vol. 8, pp. 313-327, 1976.
11. G. J. Klir and B. Youan, Fuzzy Sets and Fuzzy Logic: Theory and Applications. Englewood Cliffs, NJ: Prentice-Hall, 1995.
12. R. A. Roberts and C. T. Mullis, Digital Signal Processing. New York: Addison-Wesley, 1993.
13. MATLAB User's Guide, The MathWorks Inc., Natick, MA, 4.2 ed., 1994.
14. N. R. Pal and J. C. Bezdek, "On cluster validity for the fuzzy c-means model," IEEE Trans. Fuzzy Syst., vol. 3, no. 3, pp. 370-379, 1995.
15. X. L. Xie and G. A. Beni, "Validity measure for fuzzy clustering," IEEE Trans. Pattern Anal. Machine Intell., vol. 3, pp. 841-846, Aug. 1991.