Extension of fuzzy c-means algorithm

2004 IEEE Conference on Cybernetics and Intelligent Systems

Volumn , Issue , 2004, Pages 405-409

  Li, Chengjia ^a   Becerra, V M ^b   Deng, Jiamei ^b  

^a HANGZHOU DIANZI UNIVERSITY   (China)

^b UNIVERSITY OF READING   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

COMPUTER SIMULATION; DATA ACQUISITION; DATA MINING; FUNCTIONS; FUZZY SETS; LAGRANGE MULTIPLIERS; MATHEMATICAL MODELS; PATTERN RECOGNITION;

DATA CLUSTERING; FUZZY C-MEANS METHOD (FCM); SYSTEM MODELLING;

ALGORITHMS;

EID: 11244292676     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (15)

1. R. O. Duda and P. E. Hart, Pattern Classification and Scene Analysis. New York: Wiley, 1973.
2. K. Fukunaga, Introduction to Statistical Pattern Recognition. San Diego: Academic Press, 1990.
3. L. A. Zadeh, "Fuzzy sets," Inform. Control, vol. 8, pp. 338-353, 1965.
4. E. H. Ruspini, "A new approach to clustering," Inform. Control, vol. 15, no. 1, pp. 22-32, 1969.
5. J. C. Dunn, "A fuzzy relative of the ISODATA process and its use in detecting compact well-separated cluster," J. Cybernet., vol. 3, no. 3, pp. 32-57, 1973.
6. J. C. Bezdek, Pattern Recognition with Fuzzy Objective Function Algorithms. New York: Plenum Press, 1982.
7. R. Krishnapuram and J. M. Keller, "A possibilistic approach to clustering," IEEE Trans. Fuzzy Syst., vol. 1, no. 1, pp. 98-110, 1993.
8. R. N. Davé, "Characterization and detection of noise in clustering," Pattern Recognition Lett., vol. 12, no. 11, pp. 657-664, 1991.
9. p norm distances," IEEE Trans. Fuzzy Syst., vol. 8, no. 5, pp. 576-582, 2000.
10. P. R. Kersten, "Fuzzy order statistics and their application to clustering," IEEE Trans. Fuzzy Syst., vol. 7, no. 6, pp. 708-712, 1999.
11. 1-norm based fuzzy clustering," vol. 39, no. 1, pp. 43-50, 1991.
12. J. Leski, "Towards a robust fuzzy clustering," vol. 137, no. 2, pp. 215-233, 2003.
13. P. J. Huber, Robust Statutes. New York: Wiley, 1981.
14. R. N. Dave and R. Krishnapuram, "Robust clustering methods: a unified view," IEEE Trans. Fuzzy Syst., vol. 5, no. 2, pp. 270-293, 1997.
15. V. Vapnik, Statistical Learning Theory. New York: Wiley, 1998.