Visual cluster validity for prototype generator clustering models

Pattern Recognition Letters

Volumn 24, Issue 9-10, 2003, Pages 1563-1569

  Hathaway, Richard J ^a   Bezdek, James C ^b  

^a GEORGIA SOUTHERN UNIVERSITY   (United States)

^b UNIVERSITY OF WEST FLORIDA   (United States)

Author keywords

Cluster validity; Data visualization; Dissimilarity data; Prototype generator clustering; Visual cluster validity

Indexed keywords

ALGORITHMS; IMAGE ANALYSIS; MATHEMATICAL MODELS;

PROTOTYPE GENERATOR CLUSTERING MODELS;

PATTERN RECOGNITION;

VISUALIZATION;

EID: 0037410621     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-8655(02)00395-1     Document Type: Article

References (13)

1. Anderson, E., 1935. The Irises of the Gaspe peninsula. Bull. Am. Iris Soc. 59, 2-5.
2. Bezdek, J.C., 1981. Pattern Recognition with Fuzzy Objective Function Algorithms. Plenum, New York.
3. Bezdek, J.C., Hathaway, R.J., 2002. VAT: A tool for visual assessment of (cluster) tendency. In: Proc. IJCNN 2002. IEEE Press, Piscataway, NJ pp. 2225-2230.
4. Bezdek, J.C., Pal, N.R., 1998 Some new indexes of cluster validity. IEEE Trans. SMC, Part B Cybernet., 28, 301-315.
5. Bezdek, J.C., Keller, J.M., Krishnapuram, R., Pal, N.R., 1999. Fuzzy Models and Algorithms for Pattern Recognition and Image Processing. Kluwer, Norwell MA.
6. Bezdek, J.C., Li, W.Q., Attikiouzel, Y.A., Windham, M.P., 1997. A geometric approach to cluster validity for normal mixtures. Soft Comput. 1, 166-179.
7. Fisher, R.A., 1936. The use of multiple measurements in taxonomic problems. Ann. Eugenics 7, 179-188.
8. Hathaway, R.J., Bezdek, J.C., 1993. Switching regression models and fuzzy clustering. IEEE Trans. Fuzzy Syst. 1, 195-204.
9. Hubert, L.J., Arabie, P., 1985. Comparing partitions. J. Classification 2, 193-218.
10. Johnson, R.A., Wichern, D.A. 1992. Applied Multivariate Statistical Analysis, 3rd edition Prentice-Hall, Englewood Cliffs, NJ.
11. Krishnapuram, R., Keller, J.M., 1993 A possibilistic approach to clustering. IEEE Trans. Fuzzy Syst. 1, 98-110.
12. Ling, R., 1973 A computer generated aid for cluster analysis. Commun. ACM 16, 355-361.
13. Tou, J., Gonzalez, R. 1974. Pattern Recognition Principles. Addison-Wesley, Reading MA.